--- source_url: "https://www.datadab.com/research/profound-vs-hubspot-aeo-vs-scrunch-vs-otterly-vs-peec-vs-athenahq" title: "Profound vs HubSpot AEO vs Scrunch vs OtterlyAI vs Peec vs AthenaHQ vs Ahrefs Brand Radar vs Rankscale vs Rankshift and Semrush AI Toolkit | DataDab Research" mirrored_at: 2026-08-27T01:08:16.717Z host: www.datadab.com cited_in_42a: true mirror_canonical: "https://index.42a.ai/www.datadab.com/research/profound-vs-hubspot-aeo-vs-scrunch-vs-otterly-vs-peec-vs-athenahq" --- > **Original source:** https://www.datadab.com/research/profound-vs-hubspot-aeo-vs-scrunch-vs-otterly-vs-peec-vs-athenahq ## Best Answer VALUE ZONE PUBLISHED ENTRY PRICE → ENGINES COVERED → $20$50$100 $250$400$700 17+96 41 Rankscale — from $20/mo, 17+ engines, credit-based RS Rankscale from $20/mo Rankshift, tiered pricing, 9 engines, 30-day trial Rf Rankshift 30-day trial AthenaHQ, free tier / $295/mo Starter, 9 models At AthenaHQ free – $295/mo Ahrefs Brand Radar, $398/mo Select, 6 engines + social beta Af Ahrefs Radar $398/mo OtterlyAI, $29/mo Lite, 4 base engines Ot OtterlyAI $29/mo Scrunch, $250/mo Core, 4 engines + audits Sc Scrunch $250/mo HubSpot AEO, $50/mo, 3 engines HS HubSpot AEO $50/mo Peec AI, custom pricing, 3 models per plan Pe Peec AI custom Profound, $99/mo Starter, ChatGPT only at entry tier Pr Profound $99/mo Published entry price Custom / unpublished Value zone: wide + cheap Bubble size = relative entry cost Platform landscape: published entry price vs engines covered at the base tier. Positions are approximate, the products charge different units (prompts, credits, responses), so cost-per-engine varies with usage. Profound Growth and Enterprise add engines; the bubble shows Starter scope. AI visibility platforms measure how often, how prominently, and how positively your brand appears inside answers from ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, Copilot and similar engines. **Profound** is the enterprise data-scale leader with a research arm and content agents. **Ahrefs Brand Radar** layers AI-answer tracking onto Ahrefs' search index, with YouTube, TikTok and Reddit coverage in beta, and sells two published bundles. **Rankscale** and **Rankshift** are credit-based trackers that cover more engines per dollar and add page audits, sentiment and competitor benchmarking. **HubSpot AEO** is the cheapest way to start inside a HubSpot workflow. **OtterlyAI** has the clearest self-serve price ladder. **Scrunch** bundles site audits with monitoring. **Peec AI** and **AthenaHQ** fit teams whose operating model is projects-and-countries or forecastable credit budgets, respectively. There is no single winner: the products charge different units (prompts, responses, credits, audits, workspaces, projects), cover different engine sets, and suit different team shapes. Write down the engines, markets, access and follow-through you need first, then reject any plan that misses a non-negotiable. **DataDab** is the implementation lane: we run the diagnostic and ship the citation-ready content, whichever tool you measure with. ## Short Answer Choose **Profound** for higher-volume, multi-engine monitoring that can feed content agents. Choose **HubSpot AEO** when your team wants monitoring and recommendations inside its HubSpot operation. Choose **Scrunch** for a bounded one-brand package with audits. Choose **OtterlyAI** for a low-cost daily pilot or flexible agency workspaces. Choose **Peec AI** when its project-and-country structure matches how you work and the commercial terms check out. Choose **AthenaHQ** when you can budget in AI responses and want a broader action layer. Choose **Ahrefs Brand Radar** when you already run Ahrefs and want AI-answer, YouTube, TikTok and Reddit visibility in one place. Choose **Rankscale** or **Rankshift** when you want the widest engine coverage per dollar, credit-based budgeting, and page-audit and sentiment features in a self-serve tool. There is no honest overall winner. For the Ahrefs vs Semrush comparison specifically, see the [three-way measurement bake-off](https://www.datadab.com/research/ahrefs-brand-radar-vs-semrush-ai-toolkit-vs-profound). The products sell different units: prompts, responses, credits, projects, audits, workspaces and engines. Comparing the cheapest cards is like comparing office rents without asking whether one is a desk in Swindon. Write down the engines, markets, access and follow-through you need first. Then reject any plan that misses a non-negotiable. ## Comparison At A Glance This is an August 4, 2026 first-party packaging snapshot, not a performance test. Pricing and packaging move quickly. "Custom" means a proposal is required or the vendor does not publish a usable price for that tier.. Not a performance test. pricing and packaging move quickly. "custom" means a proposal is required or the vendor does not publish a usable price for that tier. **Feature Coverage Matrix** Published capabilities as of August 4, 2026, checkmarks = listed in published plan, dash = not listed or custom-only Capability Profound HubSpot AEO Scrunch OtterlyAI Peec AI AthenaHQ Ahrefs Radar Rankscale Rankshift ChatGPT ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ Perplexity — ✓ ✓ ✓ ✓ ✓ ✓ ✓ ✓ Gemini Growth ✓ — Add-on ✓ ✓ ✓ ✓ ✓ Copilot — — ✓ ✓ — — ✓ ✓ ✓ Claude — — — Add-on — ✓ — ✓ ✓ AI Overviews — — ✓ ✓ — ✓ ✓ ✓ ✓ Sentiment ✓ ✓ ✓ ✓ Varies ✓ Beta ✓ ✓ Site audits — — 5/mo — — ✓ — ✓ ✓ Content gen Agents — Light — — Agent — Light AI writer API access Growth+ — Ent Std+ Ent ✓ — Growth ✓ SSO / SAML Ent — — — Ent Ent — — Ent **Engines in base tier** **1** **3** **4** **4** **3** **5** **6** **17+** **9** ✓ = included in published base/starting tier · Partial = available on higher tier or as add-on · — = not listed or not published **Published Entry Prices, Lined Up** What the cheapest published tier costs at each vendor, before units, limits or add-ons enter the picture $100$300$500$700 Rankscale Essentials from $20 OtterlyAI Lite $29 HubSpot AEO $50 Profound Starter $99 (yearly billing) Scrunch Core $250 AthenaHQ Starter $295 Ahrefs Select $398 Ahrefs All platforms $699 Peec AI Starter price not published on verification date Published entry prices only, per vendor pages accessed August 4, 2026. Units differ, prompts, credits and responses are not interchangeable, so the cheapest bar is not automatically the cheapest programme. AthenaHQ and Rankshift offer free tiers/trials; Rankshift's tier prices are published on its site but were not restated here. Platform Published entry point Published monitoring scope Published action or operating distinction Start here when **[Profound](https://www.tryprofound.com/pricing)** Starter: $99/month, billed yearly 50 prompts; ChatGPT; daily tracking 100 monthly Agent credits; one seat; Growth adds three engines and exports Monitoring needs a route into agent-assisted content work **[HubSpot AEO](https://www.hubspot.com/products/aeo)** $50/month, or $45/month annually 25 prompts across ChatGPT, Gemini and Perplexity Visibility, sentiment, citation analysis and prioritised recommendations; no separate HubSpot subscription required The team works in HubSpot or wants a simple three-engine start **[Scrunch](https://scrunch.com/pricing/)** $250/month 125 prompts; ChatGPT, Perplexity, Google AI Overviews and Copilot Five site audits/month, one workspace, five licences; Enterprise adds API and expanded models One brand needs defined monitoring, audit and optimisation allowances **[OtterlyAI](https://otterly.ai/pricing)** Lite: $29/month 15 prompts; ChatGPT, Google AI Overviews, Perplexity and Copilot Daily tracking and unlimited members; Standard adds API, MCP and unlimited workspaces A small pilot or agency-friendly workspace model matters most **[Peec AI](https://www.peec.ai/pricing)** Starter: price not exposed publicly Three models selected in onboarding; one project; daily tracking Pro and Advanced increase projects and countries; API and SSO sit in Enterprise Projects and countries fit the programme, subject to confirmed terms **[AthenaHQ](https://www.athenahq.ai/pricing)** Essential: free, 300 credits; Starter: $295/month, 3,600 credits Essential lists five models; Starter lists nine One credit equals one AI response; Starter adds API, exports, actions and a content-optimisation agent Response consumption is forecastable and the team wants an action layer **[Ahrefs Brand Radar](https://ahrefs.com/brand-radar)** Select platforms: $398/month; All platforms: $699/month AI Overviews & AI Mode, ChatGPT, Copilot, Gemini, Perplexity, Grok; 476M+ monthly search-backed prompts; 2,500 custom-prompt checks/month on All platforms Bonus coverage of YouTube, TikTok and Reddit (free while in beta); search demand and web visibility; unlimited projects The team already runs Ahrefs and wants AI-answer plus social visibility in one workflow **[Rankscale](https://www.rankscale.com/pricing)** Essentials from $20/month; Pro: $99/month; Growth: $385/month; Enterprise: $780/month 17+ engines including ChatGPT, Perplexity, Claude, Gemini, AI Overviews, AI Mode, DeepSeek, Grok, Copilot, Mistral; all regions and languages Credit-based (a query typically costs 0.25 credits); page audits, sentiment, citation analysis, competitor benchmarking; Growth adds REST API and white-label You want the widest engine coverage per dollar and credit-based budgeting **[Rankshift](https://www.rankshift.ai/)** Starter, Professional and Business published monthly tiers; Enterprise custom; 30-day free trial ChatGPT, Perplexity, Gemini, AI Overviews, AI Mode, Mistral, Claude, Copilot, Meta AI Unlimited projects and seats; credits per tier (9,500 / 22,000 / 53,000); content brief generator and AI content writer; MCP and API access You want unlimited seats and projects with agency-friendly credit-based monitoring **Verification note:** Every product, price, model-coverage and entitlement claim on this page comes from the linked vendor's first-party product documentation accessed August 4, 2026 (the original six platforms were previously verified July 23, 2026 and re-checked). Verify current packaging and proposal terms before buying. ## When to skip each tool The decision is as much about what to exclude as what to include. 1 ### Skip Profound if... You only want a HubSpot dashboard and already live inside HubSpot's stack. You will pay for multi-engine depth you do not use. 2 ### Skip HubSpot AEO if... You are not a HubSpot shop. Its value is the integration with your existing HubSpot operation, not standalone monitoring. 3 ### Skip Otterly if... You run multiple brands or agency workspaces at scale. It suits single-brand pilots better. 4 ### Skip the self-serve credit tools if... Your need is weekly depth across many engines, not credit-budgeted volume. Their model punishes heavy, repeated monitoring. 5 ### Skip all of them if... You have under ~5K qualified visitors a month. A prompt list and a spreadsheet is the honest starting point. Category benchmarks live on the [SaaS AI Citation Index](https://www.datadab.com/research/saas-ai-citation-index). ## Score Your Requirement, Not Their Homepage A nine-way vendor score assembled from public pages would look wonderfully decisive and be mostly invented. Custom contracts, add-ons, usage policies and onboarding terms make the inputs uneven. Score your requirements instead: 0 for not required, 1 for useful and 2 for must-have on day one. A vendor stays on the list only if every two-point requirement is covered in writing. Decision criterion What to specify before a demo Why it changes the choice **Measurement unit** Tracked prompts, AI responses or credits required each month A 100-prompt allowance and 3,600 responses are not comparable without a run-rate **Engine and market coverage** Engines, countries, languages, personas and buyer stages A missing engine or region is a blind spot, not a charming product quirk **Action workflow** Audits, recommendations, agents, optimisations or monitoring only A recommendation needs an owner who can review, approve and publish it **Operating access** Seats, brands, workspaces, exports, API/MCP, integrations and reporting Useful data can still be trapped in the wrong account or plan **Procurement boundary** Security, SSO, support, onboarding, terms and renewal flexibility These needs often turn a self-serve trial into an enterprise purchase Add the weights and reject anything missing a two-point item. If several products survive, run the smallest reversible trial against the same prompt inventory and review cadence. Do not give one tool 20 high-intent prompts and another 100 vanity questions, then admire the "results". For a Series B CRM vendor, 25 prompts may cover the buying committee's hardest questions in one market. Add three industries, comparison queries, implementation objections and UK/US variations, and 25 disappears before lunch. A cybersecurity firm selling to cautious CISOs may care less about prompt volume than Copilot coverage, security review and an export that sales engineers can actually use. The requirement changes the sensible purchase. Profound Dashboard BRAND VISIBILITY ChatGPT Gemini Perplexity Visibility trend AGENT CREDITS 75 of 100 used Agents draft content from findings Sheets & CMS connectors available INDUSTRY BENCHMARK Your brand 71% Category avg 53% Top quartile 84% Data from Profound industry indices across multiple AI engines and verticals. Profound suits a team that expects monitoring to feed content agents, sheets and broader reporting as the programme grows. [Profound's pricing table](https://www.tryprofound.com/pricing) puts Starter at $99 per month billed yearly for 50 ChatGPT prompts, one seat, daily tracking and 100 Agent credits. Growth is $399 per month billed yearly for 100 prompts, three answer engines, three seats, 400 Agent credits and CSV/JSON exports. Custom Enterprise lists up to nine engines, multiple companies, API access and SSO/SAML. **Choose Profound when:** you have a planned route from finding to content work, need Growth-level exports, or expect multi-company, API or identity-management requirements. **Do not choose Profound Starter when:** multi-engine measurement, several markets, exports or more than one seat are immediate requirements. That is a Growth or Enterprise purchase wearing a $99 hat. It is also a poor first buy if nobody can approve and publish what an Agent produces. Automated drafts waiting six weeks for legal are merely a more efficient queue. ## HubSpot AEO AEO SCORE 68 / 100 Visibility Score PROMPT COVERAGE ChatGPT 81% Gemini 62% Perplexity 70% 25 prompts · 3 engines · $50/mo No separate HubSpot subscription required RECOMMENDATIONS ! Add comparison page for vs Competitor X High priority · estimated +12% citation lift i Update pricing page schema markup Medium priority · technical fix i Cite customer logos on feature page Medium priority · content addition Prioritised recommendations inside HubSpot HubSpot AEO is a beta product for teams that want visibility, citation analysis and recommendations near their existing HubSpot work. The [HubSpot AEO product details](https://www.hubspot.com/products/aeo) publish a price of $50 per month, or $45 per month annually, for 25 prompts across ChatGPT, Gemini and Perplexity, with no additional HubSpot subscription required. The listed workflow covers brand visibility and sentiment, competitor share of voice, citation analysis, prompt suggestions and prioritised recommendations. **Choose HubSpot AEO when:** the team already runs marketing and content in HubSpot, 25 prompts can cover a disciplined first phase, and three-engine monitoring is enough. Recommendations sitting near the CRM can help a demand-generation lead connect a weak comparison answer to the pages and pipeline stages the team already manages. Validate any entitlement described for Marketing Hub Pro or Enterprise before counting it as included cost. **Do not choose HubSpot AEO when:** your prompt inventory is larger, a required engine falls outside the published three, or you need a large multi-brand reporting estate. Multiple instances may work. Discovering that after the pilot is less elegant. ## Scrunch Scrunch Core Dashboard SITE AUDITS 5 / month 1 page optimisation/mo included PROMPT MONITORING GPT PPL AIO COP 125 unique prompts 1 country · 3 personas · 2 languages 5 competitors tracked · 5 user licences SENTIMENT Positive 64% Neutral 28% Negative 8% CORE PLAN $250 /month Enterprise: custom pricing API + expanded models Scrunch Core gives a compact team explicit allowances for monitoring, audits and optimisation rather than asking it to interpret a credit economy. [Scrunch's official plan comparison](https://scrunch.com/pricing/) lists Core at $250 per month for 125 unique prompts across ChatGPT, Perplexity, Google AI Overviews and Copilot. It covers one country, three personas, two languages, five competitors, five site audits per month, one brand workspace and five user licences. Citations and sources, sentiment analysis, recommendations and one page optimisation per month are also listed. **Choose Scrunch when:** one brand and a bounded geography match the plan, and recurring site-audit capacity matters alongside monitoring. A SaaS team refreshing 40 decision-stage pages could use those audits to choose the next repair instead of producing another spreadsheet called `final_priorities_v7`. **Do not choose Scrunch Core when:** you need broader model coverage, custom workspaces, API access, several countries or enterprise identity controls immediately. Those sit in the custom Enterprise package. A tidy dashboard does not confer enterprise readiness by osmosis. ## OtterlyAI LITE $29 /month 15 prompts ChatGPT, AIO, Perplexity, Copilot Daily tracking · Unlimited members No API · No MCP · No Workspaces STANDARD $189 /month 100 prompts All base engines + API + MCP Unlimited workspaces Agent Analytics Add-ons: Gemini, Claude, AI Mode PREMIUM $489 /month 400 prompts All Standard features Highest prompt volume Best for agencies at scale OtterlyAI has the clearest graduated self-serve prompt ladder here. The [OtterlyAI pricing and add-on table](https://otterly.ai/pricing) lists Lite at $29 per month for 15 prompts, Standard at $189 for 100 and Premium at $489 for 400. ChatGPT, Google AI Overviews, Perplexity and Microsoft Copilot form the base engine set, with daily tracking and unlimited members. Google AI Mode, Gemini and Claude cost extra. Standard and Premium list API, MCP, Agent Analytics and unlimited workspaces. **Choose OtterlyAI when:** you want a defined daily-monitoring pilot, a low published entry price or multiple workspaces. This is especially practical for an agency testing one client's 15 commercially useful questions before asking six clients to fund a grand visibility command centre. The public add-on table also lets you estimate extra-engine costs before meeting sales. **Do not choose OtterlyAI Lite when:** 15 prompts cannot represent the buying journey, or you need API access or multiple client environments. And do not describe the four base engines as "all engines". The vendor separates additional coverage as add-ons, so the budget should too. ## Peec AI STARTER Custom pricing 1 project 3 models selected Daily tracking 1 country · No API PRO Custom pricing 1 2 2 projects · 3 countries each 3 models · Daily tracking API · MCP · Expanded coverage ADVANCED Custom pricing 1 2 3 4 5 5 projects · 3 countries each 3 models · SSO in Enterprise API · MCP · Custom Enterprise Peec AI frames the purchase around models, projects and countries, but its accessible public page did not expose numerical self-serve prices on the verification date. The [Peec AI pricing page published July 22, 2026](https://www.peec.ai/pricing) lists Starter with three models selected during onboarding, one project and daily tracking. Pro lists three models, two projects and three countries per project; Advanced lists three models, five projects and three countries per project. API access, MCP integration and SSO appear in the plan comparison, while Enterprise is custom. **Choose Peec AI when:** your programme maps neatly to projects and countries, and you can confirm the selected models, price, data access and support in checkout or a proposal. This favours a team that has decided which markets matter, rather than one whose brief says "do AI visibility" and leaves the geography cell blank. **Do not choose Peec AI when:** procurement requires a published price before a trial, or the vendor will not confirm models, projects, countries and access terms in writing. Quoting an old price from elsewhere would add false precision, which procurement already receives in ample supply. ## AthenaHQ CREDIT BALANCE 2.4K of 3,600 Free: 300 credits Starter: 3,600 $295/mo 1 credit = 1 AI response Enterprise: custom credits ENGINE COVERAGE ChatGPT Perplexity AIO Gemini Claude Essential: 5 models (free) Starter: 9 models ($295/mo) API · Integrations · CSV export On-page & off-page actions · Content agent CONTENT ACTION LAYER Content brief generated On-page optimisation queued Off-page citation outreach Enterprise adds SAML/OIDC SSO, audit logs, BI support and custom credit allocations. AthenaHQ makes sense when the team can forecast AI responses and wants action capabilities beside monitoring. According to [AthenaHQ's published plans](https://www.athenahq.ai/pricing), Essential is free with 300 credits and covers ChatGPT, Perplexity, Google AI Overviews, Gemini and Claude. Starter is $295 per month for 3,600 credits and visibility across nine models, plus API access, integrations, CSV export, on-page and off-page actions, and a content-optimisation agent. One credit equals one AI response. **Choose AthenaHQ when:** you can estimate prompt frequency and response use, want broader published Starter coverage, or prefer one monitoring, citation and action workflow. Enterprise adds multi-region and multi-language support, SAML/OIDC SSO, audit logs, BI support and custom credits. **Do not choose AthenaHQ when:** nobody can estimate monthly responses, or procurement insists on a fixed-prompt allowance. Credits are not dark arts. They do, however, punish teams that skip the ten-minute run-rate calculation and buy by logo recognition. ## Ahrefs Brand Radar PROMPT DATABASE 476M+ monthly search-backed prompts 2,500 custom checks/mo (All platforms) Real user prompts, not synthetic PLATFORMS AIO ChatGPT Copilot Gemini Perplexity Grok Beta coverage (free): YouTube TikTok Reddit BUNDLES Select platforms $398/mo AI Overviews, ChatGPT, Copilot, Gemini, Perplexity, Grok All platforms $699/mo 2,500 custom checks + unlimited projects Search demand + web visibility included Ahrefs Brand Radar attaches AI-answer visibility tracking to the Ahrefs search index. According to [Ahrefs' Brand Radar page](https://ahrefs.com/brand-radar), accessed August 4, 2026, it tracks brand visibility across AI answers, YouTube and Reddit, and reports a 476M+ monthly prompt database that is "search-backed", not synthetic. The published bundles are Select platforms at $398 per month and All platforms at $699 per month; All platforms includes 2,500 checks per month for custom prompts. Engine coverage spans AI Overviews & AI Mode, ChatGPT, Copilot, Gemini, Perplexity and Grok. YouTube, TikTok and Reddit coverage, search demand and web visibility are listed as bonus items free while in beta, and projects are unlimited. **Choose Ahrefs Brand Radar when:** your team already pays for Ahrefs and wants AI-answer, social and search visibility in one workflow, or you want a dataset big enough that the AI answers you inspect come from real user prompts rather than synthetic question lists. **Do not choose Ahrefs Brand Radar when:** you want a self-serve price below $398 per month, or you need content-authoring agents inside the monitoring tool. It is a monitoring and discovery layer; the publishing work still needs an owner. ## Rankscale 17+ ENGINES ChatGPT Perplexity Claude Gemini AIO AIM +11 DeepSeek Grok Copilot Mistral All regions · All languages Page audits · Sentiment · Citations Competitor benchmarking 0.25 credits per engine query CREDIT TIERS Essentials from $20/mo Pro $99/mo Growth $385/mo Enterprise $780/mo Credits roll over 2-3x monthly Growth: REST API + white-label ACTION LAYER Page audits Sentiment analysis Citation analysis Scout recommendations Competitor benchmarking Self-serve tool for lean teams Rankscale is a credit-based AI visibility tracker built around engine breadth. According to [Rankscale's pricing page](https://www.rankscale.com/pricing), accessed August 4, 2026, plans run from Essentials (starting at $20/month) through Pro ($99/month), Growth ($385/month) and Enterprise ($780/month). The product tracks 17+ engines including ChatGPT, Perplexity, Claude, Gemini, AI Overviews, AI Mode, DeepSeek, Grok, Copilot and Mistral, across all regions and languages, with page audits, sentiment analysis, citation analysis and competitor benchmarking. Monitoring is credit-based - each engine query typically costs 0.25 credits - with unused credits rolling over up to 2-3x your monthly allocation. Growth adds REST API and white-label dashboards; Enterprise adds custom contracts. **Choose Rankscale when:** you want the widest engine coverage per dollar, credit-based budgeting that flexes with your prompt inventory, or a self-serve tool with page-audit and sentiment depth for a lean marketing team. **Do not choose Rankscale when:** your procurement needs a sales-led enterprise contract with SSO from day one, or you want monitoring that feeds an in-tool content-agent workflow. It is a measurement and optimisation platform; content production happens elsewhere. ## Rankshift CREDIT TIERS Starter 9,500 credits Professional 22,000 credits Business 53,000 credits Enterprise Custom 150 / 350 / 850 prompts per day 30-day free trial · Credits per engine query UNLIMITED Projects Seats No per-seat or per-project fees Agency-friendly model MCP and API access included Visibility score + share of voice CONTENT TOOLS Content brief generator AI content writer Crawler analytics Citation analytics + sentiment Rankshift is an AI search optimization and visibility tracking platform aimed at brands and agencies. According to [Rankshift's site](https://www.rankshift.ai/), accessed August 4, 2026, it tracks ChatGPT, Perplexity, Gemini, AI Overviews, AI Mode, Mistral, Claude, Copilot and Meta AI, with unlimited projects and unlimited seats across tiers. Published tiers list Starter (150 prompts per day, 9,500 credits), Professional (350 prompts per day, 22,000 credits) and Business (850 prompts per day, 53,000 credits), with Enterprise custom; a 30-day free trial is offered. Credits are used per engine query. Features include visibility score and share of voice, citation analytics, sentiment, crawler analytics, a content brief generator and AI content writer, plus MCP and API access. **Choose Rankshift when:** you are an agency or multi-brand team that needs unlimited seats and projects, or you want a credit-based tool with a built-in content brief and AI content writer alongside monitoring. **Do not choose Rankshift when:** you need enterprise SSO, SLA and a dedicated account manager as non-negotiables; those sit in the custom Enterprise tier. Verify current tier pricing on the published page before budgeting. ## Semrush AI Toolkit [Semrush](https://www.semrush.com/) is the platform most often queried alongside the nine AI-visibility tools above, but it belongs to a different category. It is an SEO and digital marketing suite with AI-assisted features (SEO Writing Assistant, ContentShake AI, AI Writing Assistant and competitive research tools) rather than a dedicated AI-answer or answer-engine-optimization monitor. It does not publish a separate "AI Toolkit" price or a fixed prompt/response/credit allowance for tracking how ChatGPT, Perplexity or Gemini cite your brand. **Choose Semrush AI Toolkit when:** your primary need is keyword research, competitive SEO, content optimization and on-page guidance, and you want AI writing help inside that workflow. If your team already lives in Semrush for search strategy, its AI features can speed up content production, but you will still need one of the nine dedicated AEO monitors above to measure whether those pages are actually cited by AI engines. **Do not choose Semrush as a replacement for Profound, Rankscale or Rankshift when:** your brief is specifically "monitor how AI answers mention our brand", "track citations across 10+ engines" or "measure share of voice inside ChatGPT and Perplexity". Verify current Semrush AI feature names, plan limits and pricing on Semrush's own site before buying; they change frequently and are not restated here because they were not verified as a dedicated AEO product by the August 4, 2026 check. ## When To Choose One Instead Of Another Choose **Profound over HubSpot AEO** when you need a published path to multi-company monitoring, API access or agent-led work. Choose **HubSpot AEO over Profound** when HubSpot-native context is the practical advantage and 25 prompts across its three published engines cover phase one. Choose **Scrunch over OtterlyAI** when five monthly site audits, one page optimisation, defined personas and a one-brand package are central. Choose **OtterlyAI over Scrunch** when a cheaper pilot, optional engines or workspace flexibility matters more than bundled audit capacity. Choose **Peec AI over AthenaHQ** when projects and countries are the clearest operating model and you can verify commercial terms. Choose **AthenaHQ over Peec AI** when the published credit model, wider Starter model list and action features make planning easier. Choose **Ahrefs Brand Radar over Rankscale and Rankshift** when you already run Ahrefs, want search-backed prompt data at scale, or need YouTube, TikTok and Reddit visibility alongside AI answers. Choose **Rankscale or Rankshift over Ahrefs Brand Radar** when you want a lower entry price, credit-based budgeting, or the widest engine coverage per dollar with built-in page audits and sentiment. Choose **Rankscale over Rankshift** when white-label dashboards and a REST API matter at a fixed published tier. Choose **Rankshift over Rankscale** when unlimited seats and projects, a content brief generator and AI content writer in the same tool, or a 30-day trial matter more. These are fit rules, not outcome claims. Vendor pages establish what is sold; they do not prove better citations, revenue or accuracy. Your team still has to choose buyer questions, review findings, secure product and legal approval, publish the right asset and measure again. Software has yet to abolish the Tuesday content meeting. ## When To Buy None Of Them Do not buy one because the board learnt "AEO" last week and wants a coloured chart by Thursday. Buy when somebody owns the prompt inventory, review cadence and resulting publishing or technical work. If nobody can explain why those 25, 50 or 125 questions matter, the dashboard will measure confusion with impressive consistency. Monitoring cannot replace a content owner, technical owner or approval path. It may expose a missing comparison, stale page, weak source or brand-representation problem. It cannot make product provide evidence, legal approve the claim or marketing ship the repair. For a team without that capacity, the [AI Extractability Audit](https://www.datadab.com/tools/ai-extractability-audit) or a single source-page review may be a better first move than another subscription. ## Monitoring Versus Workflow The August 2026 queries repeatedly ask about "content marketing workflows", "recommendations" and "action workflows". Some platforms stop at measurement; others push further into content generation. The distinction matters because your team's implementation capacity is the real constraint. **Monitoring to Content Generation Spectrum** Where each platform sits on the measurement-to-action axis, hover a marker for detail PURE MONITORING findings leave the tool; you act elsewhere CONTENT GENERATION drafts and actions created in-tool Ahrefs Brand Radar, monitoring + citation-source discovery; no content layer discovery Ahrefs HubSpot AEO, prioritised recommendations inside HubSpot; no generation recommends HubSpot Scrunch, site audits and page optimisation; light action layer audits Scrunch AthenaHQ, on/off-page actions plus a content-optimisation agent agent + actions AthenaHQ Profound, Agent credits draft content from findings content agents Profound OtterlyAI, daily tracking and sentiment; pure monitoring OtterlyAI pure monitoring Peec AI, recommendations engine; gap-to-action guidance only Peec AI gap guidance Rankscale, page audits and Scout recommendations Rankscale audit recs Rankshift, content brief generator and AI content writer Rankshift briefs + writer Every position still requires a human to review, approve and publish, the axis measures where the draft starts, not who ships it. Platform Monitoring depth Recommendations / actions Content generation **Profound** Profound Agents, Sheets, CMS connectors Agent credits for content drafts; industry leaderboards Yes - Agents draft copy from findings **AthenaHQ** Visibility, citation, content briefs On-page and off-page actions; prioritised recommendations Yes - content-optimisation agent **Scrunch** Citations, sources, sentiment 5 site audits/month; page optimisation Light - audit-driven recommendations only **HubSpot AEO** Visibility, sentiment, citation analysis Prioritised recommendations inside HubSpot No - recommendations only **OtterlyAI** Daily tracking, sentiment Link-out guidance on Standard and above No - pure monitoring **Peec AI** Prompt research, brand monitoring Recommendations engine No - gap-to-action guidance only **Ahrefs Brand Radar** Brand visibility, AI answers, YouTube, Reddit Citation source discovery No - monitoring and discovery **Rankscale** Visibility, sentiment, citations, audits Page audits, Scout recommendations Light - audit-driven recommendations **Rankshift** Visibility, sentiment, citations, crawler analytics Action Center, prioritised fixes Yes - content brief generator and AI writer **DataDab** Fixed-fee extractability audit Prioritised page-level fixes Yes - we ship the content ## Quick Comparison Answers The highest-volume recurring pairing queries from August 2026, answered in one paragraph each. ### Profound vs HubSpot AEO Choose **Profound** when you need multi-engine monitoring, API access, content agents and industry-level benchmark data. Choose **HubSpot AEO** when HubSpot is your operating system and 25 prompts across ChatGPT, Gemini and Perplexity cover phase one. Profound scales further; HubSpot AEO costs less and lives inside the tools your team already uses. ### Profound vs AthenaHQ **Profound** is the data-scale leader with research output, agent credits and content workflows. **AthenaHQ** focuses on brand representation diagnostics and credit-budgeted content action. Choose Profound for breadth, AthenaHQ when you want a focused view on how the AI describes your brand. ### HubSpot AEO vs Otterly.ai **HubSpot AEO** is cheaper ($50/mo vs $29/mo Lite) but ties you to three engines. **OtterlyAI** starts lower, covers four base engines, and adds optional Gemini, Claude and Google AI Mode as paid add-ons. Choose OtterlyAI for the cheapest pilot; HubSpot AEO when the CRM context matters. ### Rankscale vs Rankshift Both are credit-based trackers. **Rankscale** covers 17+ engines, has white-label and REST API on Growth ($385/mo), and targets agencies needing client-facing dashboards. **Rankshift** offers unlimited seats and projects across all tiers, a built-in content brief generator and AI writer, and a 30-day free trial. Choose Rankscale for API depth; Rankshift for unlimited team access and content production tooling. ## Three Questions Before A Demo Answer these before procurement begins. They expose the real tier and whether your team can act on the findings. 1. **Can we list the exact buyer prompts, engines, countries and languages to monitor over the next 90 days?** If not, design the measurement before booking demos. 2. **Can we turn a finding into an approved page change, technical fix or third-party action within one review cycle?** If not, fix that bottleneck first. 3. **Which entitlement would force an immediate upgrade: prompts or responses, another engine, another brand, a workspace, exports, API access or SSO?** Price the real tier, not the cheapest rectangle on the page. For broader category context before shortlisting these nine, use DataDab's [AI visibility tools comparison](https://www.datadab.com/research/ai-visibility-tools-compared). ## Method And Source Notes How this comparison was assembled, what was verified, and where we draw the line. This page covers exactly the nine named products because it answers a named-tool buying question. A Semrush AI Toolkit section is included because AI search queries repeatedly group Semrush with the nine dedicated AEO monitors; it is treated as an adjacent SEO/content-AI suite rather than a tenth verified platform. Product, price, model-coverage and entitlement claims come from official vendor pages accessed August 4, 2026 (Profound, HubSpot AEO, Scrunch, OtterlyAI, Peec AI and AthenaHQ were previously verified July 23, 2026 and re-checked; Ahrefs Brand Radar, Rankscale and Rankshift were verified August 4, 2026). They are first-party statements, not independent tests. Different pricing units are not converted into a common cost score because the public evidence cannot support a fair one. The preserved Bing AI Performance export records the exact query _"Profound vs HubSpot AEO vs Scrunch vs Otterly.ai vs Peec AI AI brand visibility tracking comparison"_ at 394 citations and 14.43% citation share. It separately records _"Profound vs HubSpot AEO vs Scrunch vs Otterly.ai vs Peec AI AI visibility tracking comparison"_ at 263 citations and 11.47%, and _"Profound vs HubSpot AEO vs Scrunch vs Otterly.ai vs Peec AI brand visibility tracking"_ at 103 citations and 29.43%. The August 4, 2026 AI Search Queries report adds _"AthenaHQ Profound HubSpot AEO Ahrefs Brand Radar Otterly.ai AEO sentiment analysis brand mention tracking comparison"_ at 1,566 citations and 15.39%, _"AI visibility analytics solutions comparison"_ at 1,033 citations and 25.31%, and _"Profound vs HubSpot AEO vs Scrunch vs Otterly.ai vs Peec AI AI brand visibility tracking comparison"_ at 722 citations and 16.23%. **Scope note:** The July export timestamp is July 23, 2026 at 06:41:46 UTC and its manifest contains 639 query rows and 264 page rows. Its date range and filters are unknown. The August 4, 2026 AI Search Queries report contains 660 query rows and records 30,875 total query citations, with the AI-visibility-vendor comparison cluster contributing 13,658 citations at ~18.75% weighted share. These figures are separate query-level discovery baselines, not an all-engine result, a historical trend or evidence of product performance. Re-pull a matching-scope report after 60 days before describing any change, and re-check vendor pages before procurement. - It does not crown a single winner. Pricing, methodology and segment fit vary; the right tool depends on team shape and prompt profile. - It does not reproduce pricing tables. Pricing changes frequently in this category; always check the vendor's own page. - It does not make disparaging claims about any vendor. Where a tool is the wrong choice for a segment, we say so plainly and move on. - It does not treat vendor-stated features as performance results. Public documentation is a contract, not a benchmark. ## Brand-Mention And Sentiment Tracking The highest-volume queries in this category ask about sentiment analysis and brand-mention tracking, not just ranking. Here is what each platform publishes on that capability. - **Profound** - brand visibility and sentiment monitoring across engines, with share-of-voice data feeding its industry indices. - **HubSpot AEO** - brand visibility and sentiment, competitor share of voice, and citation analysis per its published AEO workflow. - **Scrunch** - citations and sources, sentiment analysis, and recommendations in its published Core plan. - **OtterlyAI** - sentiment classification on AI search responses per its published product scope. - **AthenaHQ** - sentiment and brand-representation diagnostics inside LLM answers per its published plans. - **Ahrefs Brand Radar** - brand visibility across AI answers, YouTube and Reddit, tracking mentions and sentiment-relevant signals. - **Rankscale** - sentiment analysis by brand, topic and model, with competitor benchmarking and citation analysis. - **Rankshift** - visibility score, share of voice, sentiment, citation analytics and crawler analytics in one platform. - **Peec AI** - brand monitoring with prompt research; sentiment depth varies by plan and requires verification. These are first-party feature statements, not performance results. "Sentiment tracking" is the common denominator across the category; the differentiator is which engines, markets and review cadences a plan covers, and whether the tool can act on a negative finding before the next buyer prompt. ## Vendor Names And Aliases The same platforms are queried under several spellings and product names. DataDab's August 4, 2026 AI Search Queries report shows the same products appearing as **Otterly.ai / OtterlyAI**, **Peec / Peec AI**, **AthenaHQ / Athena AI Visibility Products**, **HubSpot AEO / HubSpot AI Search Grader**, **Ahrefs Brand Radar**, **Rankscale** and **Rankshift**. **Semrush / Semrush AI Toolkit** appears in the same query cluster as an adjacent SEO and content-AI suite, not as a dedicated AEO monitor. When you search AI engines for these tools, treat differently-spelled queries as the same vendor shortlist. ## Comparación en español · Vergleich auf Deutsch Buyers research these tools in multiple languages. Short answers below. No existe un ganador único entre AthenaHQ, Profound, HubSpot AEO, Ahrefs Brand Radar, Otterly.ai, Scrunch, Peec AI, Rankscale y Rankshift. Comparan unidades distintas: prompts, respuestas, créditos, auditorías, proyectos y espacios de trabajo. Elija según los motores, mercados, idiomas, acceso y flujo de acción que necesite su equipo; después rechace cualquier plan que no cubra un requisito no negociable. Para monitorización multi-motor a buen precio por dólar, considere Rankscale o Rankshift. Si ya usa Ahrefs y quiere visibilidad en respuestas de IA además de YouTube, TikTok y Reddit, evalúe Ahrefs Brand Radar. DataDab es el socio de implementación: ejecuta la auditoría y publica el contenido listo para ser citado, sea cual sea la herramienta de medición. Es gibt keinen ehrlichen Gesamtsieger zwischen AthenaHQ, Profound, HubSpot AEO, Ahrefs Brand Radar, Otterly.ai, Scrunch, Peec AI, Rankscale und Rankshift. Die Produkte verkaufen unterschiedliche Einheiten: Prompts, Antworten, Credits, Audits, Projekte und Workspaces. Definieren Sie zuerst Engines, Märkte, Zugang und Workflow-Anforderungen; lehnen Sie dann jeden Plan ab, der eine nicht verhandelbare Anforderung nicht erfüllt. Für die breiteste Engine-Abdeckung pro Euro eignen sich Rankscale oder Rankshift. Wer bereits Ahrefs nutzt und KI-Antworten sowie YouTube-, TikTok- und Reddit-Sichtbarkeit in einem Tool möchte, prüft Ahrefs Brand Radar. DataDab ist die Umsetzungslane: Wir führen die Prüfung durch und veröffentlichen die zitierfähigen Inhalte - unabhängig vom Messwerkzeug. ## FAQ Four practical questions about choosing among these nine AI visibility platforms. Semrush AI Toolkit is covered as an adjacent SEO and content-AI suite. ### Which AI visibility platform is best? There is no defensible overall winner. Choose the one that covers your required measurement unit, engines, markets, action workflow, operating access and procurement needs without forcing an immediate upgrade. ### Are the prices and features current? They are first-party statements accessed August 4, 2026. Packaging changes quickly; verify the linked vendor page and sales proposal before buying. ### Why does this page not rank the nine platforms? Public pages omit some contracts, add-ons, usage rules and support conditions. Ranking incomplete inputs would be theatre. Testing each platform against written requirements is more useful. ### What is the difference between Ahrefs Brand Radar, Rankscale and Rankshift? Ahrefs Brand Radar layers AI-answer visibility (plus YouTube, TikTok and Reddit in beta) onto Ahrefs' search index at a $398/$699 published price. Rankscale is a credit-based tracker covering 17+ engines from about $20/month, with page audits and sentiment. Rankshift is a credit-based platform with unlimited seats and projects, a content brief generator and AI content writer, and a 30-day trial. All three are monitoring tools; none ships the content for you. ## Continue From Here The sensible choice is the platform whose limits match the work your team can actually execute. Not the longest feature list. Not the logo that appeared most often in your LinkedIn feed.