--- source_url: "https://signalhive.co/?utm_source=openai" title: "SignalHive | Community Intelligence for Market Insights" mirrored_at: 2026-08-06T01:09:31.176Z host: signalhive.co cited_in_42a: true mirror_canonical: "https://index.42a.ai/signalhive.co/index__q__utm_source_openai" --- > **Original source:** https://signalhive.co/?utm_source=openai Community Intelligence ## Public discussion is a _leading indicator._ SignalHive turns large volumes of public community conversation into decision-grade intelligence — and the moves to make on it. We read the room at scale, and we read it before the market does. Live10 communities · 783,206 discussions · 44 companies signalhive.co / topics / ai-market The AI market TOPIC · 10 COMMUNITIES · 30D Tracked Avg sentiment −0.11 ▼ 0.05 / 7d Discussions 783,206 30-day window Companies 44 10 communities Sentiment mix Positive 22%Neutral 31%Negative 47% Share of voice · sentiment-coded Google24.4% OpenAI12.6% Anthropic11.0% DeepSeek0.8% Signal detected Google's AI sentiment fell to **−26.1%** — worse than every rival — even while it holds 24.4% share of voice. Listening across AI & ML communitiesdeveloper forumsstartup discussionsenterprise buyer Q&Atech news threads\+ 5 communities The method ## Three moves, from raw conversation to _decision-grade signal._ Not social listening, not mention-counting. We treat the open conversation — what people debate, praise, complain about, and compare — as structured evidence. 01 ### Collect Continuously gather conversations across online communities at scale — on demand or on an hourly schedule, never re-reading what we've already seen. 02 ### Enrich Layer sentiment, brand and product entities, and price signals onto every discussion — a tiered pipeline that escalates to an LLM only where human-grade judgment earns its cost. 03 ### Synthesize Aggregate into six analytical views, then distil into executive intelligence briefs — each closing with the move to make, not just the finding. The analytics ## Six ways to read the _same conversation._ Every view is built on the same enriched corpus, with 30-day, 90-day, and 1-year ranges. Look at the market through whichever lens the decision demands. #### Sentiment 01 Trends in customer sentiment over time. See when the mood shifted, and how far. #### Features 02 Which product features come up most, and how people feel about each. The roadmap, ranked by the market. #### Pricing 03 What customers call expensive, what they call a good deal, and where price sensitivity runs highest. #### Competitive 04 Brands side by side — share of voice, perception, momentum, and the influential voices driving each. #### Segments 05 Customers grouped by behavior. Power users generate **28×** the engagement of regular users — a small base driving disproportionate activity. #### Volume 06 How much discussion is happening over time. A spike signals a launch, a controversy, or a trend forming. Intelligence briefs ## Not just what the market thinks — _what to do about it._ A multi-pass analysis distilled into a structured brief: executive summary, competitive intelligence table, and a threat / opportunity matrix with urgency ratings and recommended actions. Pick the audience; the framing follows. V #### Vendor For product teams defending or growing their position. Leads with feature prioritisation and switching pressure. C #### CMO / VP Marketing For marketing leaders weighing competitive positioning, perception, and share of voice. E #### Category Entrant For companies evaluating a market — gaps, unmet needs, and the dynamics you'd want before committing. AI Market — Executive Intelligence Brief VP / Senior Leader · 30d Executive summary Sentiment is broadly negative across major players, and 86% of AI pricing now sits in low-cost tiers — a margin-compression signal that opens acquisition windows. The sharpest read: Google's sentiment has slid to −26.1% while it still holds 24.4% share of voice, a leadership vulnerability challengers can exploit. Competitive intelligence Vendor Sentiment Momentum Risk Google −0.26 ▼ falling high OpenAI −0.11 → stable medium Anthropic −0.11 → stable medium DeepSeek +0.01 ▲ rising low Recommended move Act ≤ 90dTrack Google's enterprise AI revenue against its sentiment slide. If financials confirm the perception crisis, the share-of-voice leader is exposed — and margin-compressed challengers become acquisition targets. Signal, before it becomes news > Google's AI sentiment fell to _−26.1%_ — worse than every rival — even as it commanded 24.4% share of voice. A representative signal · detected, corroborated, quantified Read the room. At scale. ## The market is talking. _We quantify it._ Bring SignalHive your research subject. We'll stand up the topic, enrich the conversation, and hand you the first brief — findings and the moves to make.