AI Tools and Software Sentiment Report: Week of July 14, 2025
July 15, 2025
This edition of our sentiment tracker looks at aggregated public online discussion of AI tools and broader software products, drawn from open forums and review-video comments. The mentions analyzed for July 7, 2025 through July 14, 2025 total 3,841 across the products we track, and the picture that emerges is one of a small group of leaders holding steady while a handful of infrastructure names cooled.
Across the period running from July 7, 2025 through July 14, 2025, we tracked 2,246 products in total, of which 79 cleared the bar of at least 10 relevant mentions and qualified for ranking. Everything below is framed as community sentiment, meaning the tone of public chatter, not a verdict on any product's quality. Pulse Scores run from 0 to 100 and summarize that tone.
Thinkific sat at the top of the board with a Pulse Score of 72, based on 12 mentions over the period. It is worth reading that number with care: the sample is thin, so the score reflects a small pocket of upbeat discussion rather than a broad consensus. Behind it, Obsidian scored 63 based on 46 mentions and Gemini scored 62 based on 39 mentions, both resting on firmer mention counts.
The rest of the top five leaned into the ai-chat category. Mistral held 60 based on 57 mentions, and Claude held 59 based on 52 mentions. That clustering of ai-chat names near the top is the clearest signal on the board this week, and it lines up with the category averages we look at next.
Category View
At the category level, education showed the largest lift, moving from 48 to 57, the biggest positive swing among tracked groups and consistent with Thinkific's own climb. The crm category rose from 32 to 38 and project-management moved from 44 to 48, both improving from a lower base. The ai-chat category held the firmest overall mood, edging from 56 to 58, while ai-video was flat at 56 and ai-writing rose from 45 to 49. On the softer side, cloud-storage slipped from 42 to 39 and ai-image eased from 54 to 51. Coding, finance, software, and security stayed in the low-to-high thirties with little movement, a reminder that developer infrastructure discussion tends to carry a heavier complaint load.
Biggest Movers
Thinkific (up 16, from 56 to 72, based on 12 mentions). The largest riser of the period drew its lift from a small but favorable discussion pool in the education category. Its recorded themes in the latest week are sparse, with single-mention notes on good integrations and strong features on the praise side, and lacking integrations and missing features on the complaint side. With only 12 mentions, this is a case where a handful of positive comments can move the score sharply, so the climb is best read as a small pocket of warm sentiment rather than a settled trend.
Monday.com (up 14, from 32 to 46, based on 17 mentions). The project-management platform posted the second-largest gain. Its praise themes centered on strong features, good integrations, and AI quality, while its complaints ran to bugs, comparisons to rivals, and pricing seen as too high. The rise from a low starting point suggests the community mood warmed even as familiar friction points around price and competitive positioning remained in the conversation.
Jina AI (up 9, from 46 to 55, based on 13 mentions). The gain here paired praise for strong features, good integrations, and ease of use against complaints about bugs, reliability, and UI frustrations. The move built through the middle of the period before easing slightly, so the story is one of improving but not uniformly settled sentiment.
Supabase (down 8, from 55 to 47, based on 120 mentions). The biggest faller carried by far the heaviest sample among the movers, which makes its slide more meaningful than the thin-sample risers. Its praise pool stayed strong, with strong features, ease of use, and performance all well represented, but complaints about bugs, downtime, and reliability weighed on the tone. Most of the drop landed early in the period, after which the score held flat at 47.
Flux (down 7, from 55 to 48, based on 22 mentions). The ai-image product cooled as complaints about bugs, performance, and reliability outweighed praise for AI quality, strong features, and new releases. The decline was steady rather than sudden, tracking down across the period.
Braintrust (down 7, from 32 to 25, based on 12 mentions). Starting from an already low base, Braintrust slid further as bugs, missing features, and reliability dominated its complaint mix, against praise limited to strong features, comparisons to rivals, and good integrations. The small sample means the move should be read cautiously, but the direction is clearly downward.
Spotlight: Thinkific
Thinkific, an education product, held the highest Pulse Score of the period at 72, based on 12 mentions. Its weekly path shows a steady climb: 56 on June 30, 2025, then 64 on July 7, 2025, and 72 on July 14, 2025. That is a consistent upward line rather than a single spike, which is worth noting even though the underlying mention count is small.
The theme detail behind that score is light. In the latest week, the praise notes are single mentions of feature requests, good integrations, and strong features, while the complaints are single mentions of lacking integrations and missing features. In other words, the same integration topic surfaced on both sides of the ledger, a pattern that often signals users who like the direction but want more connective tissue with other tools.
The honest caveat is sample size. With 12 mentions over the period, Thinkific's read is inherently less stable than a product carrying dozens or hundreds of mentions, and a small shift in the underlying comments could move the score noticeably next week. For now, the community mood around it is clearly warm, and the education category's own rise from 48 to 57 gives that warmth some surrounding context.
Themes Driving the Conversation
On the praise side, strong features led by a wide margin with 2,144 mentions in the latest week, followed by good integrations at 807, ease of use at 691, AI quality at 689, and comparisons to rivals at 284. Strong features shows up as the top praise note for a long list of leaders, including Supabase, Claude, Cursor, Obsidian, and Mistral, which is why it dominates the aggregate. AI quality praise clustered heavily in ai-chat, with Claude and Gemini each drawing large volumes of positive comment on that dimension.
Complaints, however, outweighed praise in raw volume. Bugs led all themes with 5,185 mentions, followed by reliability at 3,347, missing features at 1,153, AI quality at 285, and comparisons to rivals at 260. The bug and reliability totals were driven by heavily discussed infrastructure and platform names such as ClickHouse, DuckDB, dbt, Cloudflare, Stripe, and Kubernetes, each of which carried complaint counts in the hundreds. Notably, AI quality appears on both the praise and complaint lists, reflecting how the same ai-chat products that earn praise for output also draw criticism when responses miss, with Gemini and Claude visible on both sides.
Watchlist
Many tracked products did not clear the 10-mention threshold this period and so are excluded from the rankings. This is a statement about discussion volume, not about quality. Among the closest to the line were Canva with 9 relevant mentions, Midjourney with 8, Klaviyo with 8, Algolia with 8, Airbyte with 8, and Kinde with 8, each just short of qualifying.
A cluster of others landed in the mid-single digits, including DigitalOcean, Doppler, Akamai, Forte, Klarna, Carta, Honeycomb, and Greenhouse each with 7 mentions, and Asana, Foxit, LottieFiles, and Directus each with 6. Well-known names such as ChatGPT, Notion, and Microsoft Copilot recorded zero relevant mentions in the sources we sampled this period, which underscores how coverage varies by platform. Any of these could re-enter the rankings in a future week if discussion picks up.
What To Watch Next Week
First, watch whether Thinkific can hold its lead once more mentions accumulate. Its climb from 56 to 72 rests on 12 mentions, so the question is whether a broader pool of discussion confirms the warm read or pulls it back toward the education category average of 57.
Second, keep an eye on Supabase. It fell from 55 to 47 but flattened at 47 through the back half of the period, and with 120 mentions it carries enough volume that its bug and reliability complaints are worth tracking to see if the score stabilizes or resumes sliding.
Third, watch the ai-chat category, which held the firmest mood at 58 with Mistral, Claude, and Gemini all near the top. Because AI quality appears as both a praise and a complaint theme for these products, small shifts in how the community weighs output quality could move several of them at once.
Frequently Asked Questions
Which product had the highest Pulse Score this period?
Thinkific held the highest Pulse Score at 72, based on 12 mentions over the period. Because the sample is small, that score reflects a narrow pocket of positive discussion rather than a broad consensus.
Which product moved the most this period?
Thinkific was the biggest riser, gaining 16 points from 56 to 72 based on 12 mentions, while Supabase was the biggest faller, dropping 8 points from 55 to 47 based on 120 mentions.
What was the overall category mood?
The ai-chat category held the firmest mood, moving from 56 to 58, and education showed the largest lift, rising from 48 to 57. Developer-focused categories like coding, security, and software stayed in the thirties.
How many mentions were analyzed this period?
We analyzed 3,841 relevant mentions across tracked products for July 7, 2025 through July 14, 2025, with 79 products clearing the 10-mention threshold required for ranking.
About This Data
Pulse Scores summarize the tone of public online discussion on a 0-100 scale and reflect community sentiment. They are not a verdict on a product's quality and not a recommendation. We report on complete calendar weeks only, and products with fewer than 10 relevant mentions in the period are excluded from rankings to avoid unstable reads on thin samples.
Public discussion is collected from Hacker News, Stack Exchange, GitHub, Bluesky, the Apple App Store, and YouTube. Automated sentiment analysis can misread sarcasm, jokes, or niche context, mention volumes vary widely between products, and scores can move week to week. Any company that wants to respond is welcome to reach out. For more on how scores are calculated, see our methodology.
