AI Tools and Software Sentiment Report: Week of July 28, 2025
July 28, 2025
This edition of our weekly sentiment report covers aggregated public online discussion for tracked AI tools and software products, with mentions analyzed for July 21, 2025 through July 28, 2025. Across that window we logged 3,027 relevant mentions spread over 76 products that cleared our inclusion threshold, drawn from a wider tracked list of 2,246 tools and platforms. The figures here summarize the tone of community chatter, not any verdict on how well these products actually work.
The picture for the period running from July 21, 2025 through July 28, 2025 is one of a stable top tier and a noisy middle. The highest Pulse Scores sit in the low 60s, the biggest single-week move was a 14 point drop, and complaint volume around bugs and reliability dwarfed every praise theme. Below we walk through the leaderboard, category trends, the sharpest movers, a spotlight on the joint leader, and the themes shaping conversation.
The top of the board is tightly packed. Gemini and Obsidian share the lead at a Pulse Score of 62, based on 30 mentions and 51 mentions respectively. Midjourney and Claude follow at 60, based on 10 mentions and 63 mentions, and Mistral rounds out the group at 59 based on 64 mentions. The spread between first and fifth is only three points, which means these rankings should be read as a cluster rather than a clear hierarchy.
It is worth noting how different the sample sizes are within that cluster. Midjourney's 60 rests on just 10 mentions, the minimum needed to qualify, while Claude and Mistral each carry more than 60 mentions. A thinner sample can swing more easily week to week, so the more heavily discussed leaders offer a steadier read on community mood. Three of the five leaders are AI chat products, one is an AI image tool, and one is a project management app, a reminder that the highest sentiment this period is not confined to a single category.
Category View
At the category level, AI chat held the strongest average mood, moving from 58 to 59 across the period, while AI image slipped slightly from 53 to 52. Most categories barely moved: design held flat at 48, software stayed at 35, and communication held at 36. The clearest positive shift came in business, up from 38 to 42, with security also firming from 30 to 34 and project management edging from 48 to 50. The sharpest category decline was e-commerce, down from 47 to 41, followed by CRM easing from 37 to 34 and finance from 36 to 35. Even the movers stayed inside a narrow band, which fits a period where the overall tone was steady rather than dramatic.
Biggest Movers
Manticore rose from 26 to 39 across the period, a gain of 13 points based on 50 mentions. Its praise chatter leaned on Strong features (6 mentions), Performance (4 mentions), and a sense that it feels fast (3 mentions). That said, complaint volume still outweighed praise, with Bugs (20 mentions) and Reliability (14 mentions) leading the negative side, so the improvement reads as sentiment recovering from a low base rather than a wave of enthusiasm.
Bun climbed from 44 to 56, a gain of 12 points based on 13 mentions. Discussion pointed to Performance (9 mentions), being Easy to use (8 mentions), and Strong features (7 mentions) as the drivers of the warmer tone. Complaints were still present around Bugs (32 mentions) and Reliability (24 mentions), and with only 13 relevant mentions in the sample the score can move quickly, so this is one to watch rather than a settled read.
GVisor moved from 38 to 49, a gain of 11 points based on 39 mentions. Praise centered on Strong features (45 mentions), Security praise (32 mentions), and Good integrations (18 mentions), a profile that fits a security-adjacent tool where hardening is the selling point. The complaint side was heavy though, with Bugs (61 mentions) and Reliability (42 mentions) both larger than any single praise theme, so the rise reflects a shift in balance rather than a clean sweep of positive sentiment.
Honeycomb was the sharpest faller, dropping from 54 to 40, a loss of 14 points based on 12 mentions. The recorded praise was thin, with Good integrations (6 mentions) and Strong features (6 mentions), while complaints ran to Bugs (21 mentions), Missing features (13 mentions), and Reliability (9 mentions). With only 12 mentions in the sample, a small cluster of critical posts can push the score a long way, and that fragility is part of the story here.
Gumroad fell from 46 to 33, a loss of 13 points based on 18 mentions. The dominant complaint was Missing features (18 mentions), followed by Bugs (16 mentions) and Feature requests (8 mentions), a pattern that points to users wanting more from the product rather than reporting it broken. Praise around Strong features (8 mentions) and being Easy to use (6 mentions) was not enough to offset that gap.
Fivetran slid from 38 to 27, a loss of 11 points based on 19 mentions. Its complaint themes were Bugs (15 mentions), Reliability (13 mentions), and Lacking integrations (9 mentions), while praise was almost absent, with single mentions for Good integrations, Strong features, and Feature requests. That lopsided balance explains why the tone drifted lower over the period.
Spotlight: Gemini
Gemini sits at the top of the board with a Pulse Score of 62, based on 30 mentions over the period. Its weekly series shows some wobble within stability: it started at 62 on July 14, 2025, eased to 60 on July 21, 2025, then returned to 62 on July 28, 2025. That round trip suggests community mood held its ground rather than trending in a single direction.
The theme data explains why Gemini can lead while still generating friction. On the praise side, AI quality drew 149 mentions, Strong features 140 mentions, and Compared to rivals 75 mentions, showing that a large share of the conversation frames the product favorably against alternatives. On the complaint side, AI quality also appeared with 112 mentions, alongside Compared to rivals at 86 mentions and Missing features at 55 mentions. That AI quality theme cutting both ways is notable: the same capability that earns praise is also where critics focus.
Read together, Gemini's numbers describe a heavily debated product where positive discussion narrowly outweighs the negative. The comparison theme showing up prominently on both sides fits an AI chat category that averaged 59 this period, where users are actively weighing competing models against one another rather than settling on one.
Themes Driving the Conversation
On the praise side, Strong features was by far the most discussed theme with 2,100 mentions, followed by AI quality at 868 mentions, Easy to use at 762 mentions, Good integrations at 691 mentions, and Compared to rivals at 259 mentions. Strong features shows up across the leaders and risers alike, from Claude with 229 mentions and ChatGPT with 183 mentions to Cloudflare with 117 mentions, indicating that when people speak well of a product this period, they most often point to what it can do.
The complaint side was larger in raw volume and led by Bugs at 4,282 mentions, then Reliability at 2,735 mentions, Missing features at 984 mentions, AI quality at 405 mentions, and Compared to rivals at 275 mentions. These complaints concentrate heavily in developer and infrastructure tooling: ClickHouse logged 441 Bugs mentions and 290 Reliability mentions, dbt logged 357 and 208, Grafana 258 and 146, ArgoCD 231 and 172, and Aspire 224 and 151. The sheer scale of bug and reliability chatter around these products is what keeps the software, coding, and cloud-storage categories anchored in the 30s.
Watchlist
A large number of tracked products did not clear the threshold of 10 relevant mentions this period and are excluded from rankings to avoid unstable reads. This is a matter of discussion volume, not a judgment on quality. Products that came close include Veo, Jina AI, and Dremio, each with 9 relevant mentions, and a cluster at 8 mentions that includes Coursera, Sudowrite, DigitalOcean, Asana, Astro, IPFS, Anyscale, Helicone, and Bitbucket. Just below that, Lovable, Braintrust, Forte, DALL-E, Loom, Jenkins, and Earthly each recorded 7 relevant mentions.
Others were much quieter, including Trello with 6 mentions, Klaviyo with 6, Bubble, Thinkific, Foxit, CockroachDB, and ClickUp with 5 each, and a range of products with only a handful of mentions or none at all. Because these samples are thin, a single active thread could lift any of them over the line next period. We surface them here so readers can see what is bubbling near the boundary without treating those low counts as sentiment signals in their own right.
What To Watch Next Week
First, watch whether the thin-sample risers hold their gains. Bun climbed to 56 on just 13 mentions and Manticore reached 39 on 50 mentions, both while still carrying heavier bug and reliability complaint counts than praise. If discussion volume grows, those scores could settle in either direction.
Second, watch the fallers for stabilization. Honeycomb dropped 14 points on only 12 mentions, and Fivetran and Gumroad both fell into the low 30s on lopsided complaint profiles led by bugs and missing features. Whether those declines were a one-week cluster or the start of a trend will be clearer with another period of data.
Third, watch the AI chat leaders. Gemini, Claude, and Mistral are separated by only three points, and the Compared to rivals theme appears prominently on both the praise and complaint sides. That competitive framing suggests the top of this category could reshuffle on small shifts in mention mix.
Frequently Asked Questions
Which product had the highest Pulse Score this period?
Gemini and Obsidian tied for the top spot, both at a Pulse Score of 62, based on 30 mentions and 51 mentions respectively over the period.
Which product moved the most this period?
Honeycomb saw the largest move, falling 14 points from 54 to 40 based on 12 mentions. On the upside, Manticore gained the most, rising 13 points from 26 to 39 based on 50 mentions.
What was the overall category mood?
AI chat held the strongest average at 59, while software sat lowest among tracked categories at 35. Business showed the clearest improvement, rising from 38 to 42, and e-commerce showed the steepest decline, falling from 47 to 41.
How many mentions were analyzed?
We analyzed 3,027 relevant mentions across 76 products that met the inclusion threshold, drawn from a tracked list of 2,246 products.
About This Data
Pulse Scores summarize the tone of public online discussion on a 0-100 scale and reflect community sentiment, not a verdict on a product's quality or 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 from week to week. Any company that would like to respond to what appears here is welcome to reach out. For how scores are calculated, see our methodology.
