AI Tools and Software Sentiment Report: Week of August 18, 2025
August 19, 2025
This edition of our sentiment report covers aggregated public online discussion about the tools and software we track, drawing on mentions analyzed for August 11, 2025 through August 18, 2025. Across this window, we logged 2,348 relevant mentions spread across the products that cleared our threshold for inclusion. As always, these figures describe the tone of community chatter, not a verdict on any product's underlying quality.
Of the 2,235 products tracked, 54 gathered at least 10 relevant mentions during the period running from August 11, 2025 through August 18, 2025 and therefore qualified for ranking. Todoist held the highest Pulse Score, while Monday.com posted the sharpest decline. The sections below read the leaderboard, the category averages, the biggest movers, and the praise and complaint themes shaping the conversation.
Todoist sat at the top with a Pulse Score of 71, based on 25 mentions over the period. Obsidian followed at 66, based on 63 mentions, then Claude at 64, based on 37 mentions. Aider registered 62, based on 55 mentions, and Mistral rounded out the top five at 58, based on 56 mentions. These are the tools where public discussion leaned most positive this week, though the sample sizes vary widely, from Todoist's slim 25 mentions to Obsidian's broader 63.
The spread among the leaders is narrow. Only 13 points separate the top score from the fifth, which suggests that community tone among the front-runners clustered rather than diverged. It is worth noting the category mix at the top: a business productivity tool (Todoist), a note and knowledge tool tracked under project-management (Obsidian), two AI chat models (Claude and Mistral), and a coding assistant (Aider). This is not an AI-only leaderboard, and the leaders reflect several distinct product types.
Category View
At the category level, movement was mostly modest but not uniform. Business held steady at 56, the strongest category average across the period, while ai-chat slipped from 57 to 55. Design eased from 49 to 46 and e-commerce moved from 50 to 47, both softer. Communication was the largest category decline, falling from 41 to 36. On the other side, finance edged up from 34 to 36 and security ticked from 35 to 36, though both remain at the lower end. Several categories were flat, including marketing at 36, education at 46, coding at 41, project-management at 47, and crm at 39. The pattern points to a period where sentiment held its shape more than it shifted, with communication the clearest downward exception.
Biggest Movers
Obsidian (up 5, from 61 to 66, based on 63 mentions). Obsidian's rise tracks with its praise mix, led by Strong features at 40 mentions, Good integrations at 25, and Easy to use at 20. Its complaint themes were present but lighter in tone, with Bugs at 28, Missing features at 20, and Reliability at 13. The combination of a strong features narrative outweighing the friction points is consistent with an improving score across the period.
Trello (up 5, from 42 to 47, based on 16 mentions). Trello's move was driven by discussion of Easy to use at 13 mentions and Strong features at 8, with a smaller note of Great collaboration at 4. The complaint side centered on Missing features at 6, Compared to rivals at 4, and UI frustrations at 4. With ease of use leading the conversation, the climb reads as usability sentiment carrying the week on a thin sample.
Amplitude (up 5, from 31 to 36, based on 25 mentions). Amplitude rose off a low base. Its praise themes were sparse, with New releases, Strong features, and Good integrations each at 2 mentions, while complaints were heavier, led by Bugs at 10, Reliability at 6, and Compared to rivals at 3. The score still improved, which suggests the tone around the discussion shifted upward even as reliability and bug complaints remained the loudest specific themes.
Monday.com (down 9, from 44 to 35, based on 15 mentions). Monday.com was the steepest faller. Its complaint themes dominated the picture, with Bugs at 7, Compared to rivals at 6, and Pricing too high at 4, against thin praise of Strong features at 4, Good integrations at 3, and AI quality at 2. On a small sample, that ratio of complaints to praise aligns with a meaningful drop.
Midjourney (down 8, from 54 to 46, based on 19 mentions). Midjourney's decline is notable because AI quality appears on both sides of its ledger: 34 praise mentions for AI quality alongside 11 complaint mentions for AI quality. Strong features drew 33 praise mentions and Feels fast added 15, but Compared to rivals at 8 and Reliability at 6 pulled the other way. The split conversation, with AI quality praised and criticized at once, fits a week where sentiment cooled.
Bun (down 7, from 46 to 39, based on 18 mentions). Bun's fall lines up with a complaint-heavy mix, led by Bugs at 32, Reliability at 24, and Lacking integrations at 6. Its praise centered on Performance at 9, Easy to use at 8, and Strong features at 7. When bug and reliability chatter outweighs the performance praise this heavily, a downward move is the expected read.
Spotlight: Todoist
Todoist led this period with a Pulse Score of 71, based on 25 mentions over the period. Its weekly series shows a score of 67 on August 4, 2025, rising to 71 on August 11, 2025, with no later reading recorded in the series for this product. That upward step, combined with the highest score among ranked products, is what places it at the top of the leaderboard.
The theme detail helps explain the tone. On the praise side, Easy to use led with 9 mentions, followed by Strong features at 6 and Feature requests at 2. That last theme is worth flagging: feature requests often signal an engaged user base asking for more rather than walking away. On the complaint side, Bugs registered 8 mentions, Reliability 6, and Missing features 4, so the discussion was not free of friction.
The takeaway is that Todoist's lead rests on a favorable balance rather than an absence of criticism. Ease of use is doing the heavy lifting in the praise column, while bug and reliability mentions keep the picture grounded. With only 25 mentions in the sample, the score should be read as a positive but relatively thin signal, and it will be worth watching whether the engagement holds as volume develops.
Themes Driving the Conversation
On the praise side, Strong features dominated with 1,557 mentions, well ahead of AI quality at 863, Easy to use at 617, Good integrations at 367, and Compared to rivals at 250. Strong features showed up across a wide range of products, from Claude with 229 mentions and ChatGPT with 183 to Stripe at 84 and ElevenLabs at 67. AI quality praise was concentrated in the AI chat and image tools, with Claude at 234, ChatGPT at 159, and Gemini at 149 leading that theme. Ease of use praise ran through productivity and coding tools alike, including Cursor at 63 and Vercel at 35.
On the complaint side, Bugs led everything with 2,181 mentions, followed by Reliability at 1,380, Missing features at 515, AI quality at 388, and Compared to rivals at 268. The bug and reliability complaints were heavily driven by a handful of infrastructure and developer-facing products: ArgoCD posted 231 bug mentions and 172 reliability mentions, Aspire logged 224 and 151, Stripe recorded 188 and 158, and Vercel showed 170 and 151. AI quality also appeared as a complaint theme, notably for Gemini at 112, ChatGPT at 109, and Claude at 110, which shows the same models drawing both praise and criticism on quality within the same week.
Watchlist
A large number of tracked products did not clear the 10-mention threshold this period and are excluded from the rankings. This is a statement about discussion volume, not about product quality. Thin samples produce unstable reads, so we hold these back rather than publish a score that could swing on a handful of comments.
Among the closest to the line were Veo with 8 relevant mentions, then a cluster at 7 including Leonardo AI, Thinkific, Jasper, ClickUp, Greenhouse, Braintrust, Bitbucket, and Semrush's near neighbors in the below-threshold group. Several familiar names sat at 6 relevant mentions, including Canva, Ahrefs, NordVPN, Asana, AVG, and Pipedrive. Others registered even lighter interest, such as Wrike at 5, HeyGen at 5, Anyscale at 5, Grammarly at 5, Devin at 4, Loom at 4, Apollo.io at 4, and Sudowrite at 4. A long tail recorded 0 relevant mentions in the period. If discussion picks up for any of these, they could enter the ranked set in a future week, which is exactly what the Watchlist exists to flag.
What To Watch Next Week
First, watch whether Todoist can sustain its lead. Its latest score of 71 came on August 11, 2025 and rests on only 25 mentions, with bugs and reliability already present in its complaint mix. A wider sample could either confirm or soften that top-of-leaderboard read.
Second, keep an eye on the bug and reliability story concentrated in developer infrastructure tools. ArgoCD, Aspire, Stripe, and Vercel each drew triple-digit bug complaint counts this period, and those two themes led all complaints with 2,181 and 1,380 mentions respectively. Whether that pressure eases or persists will shape category averages in coding and software.
Third, monitor the AI chat category after its dip from 57 to 55. With Gemini, ChatGPT, and Claude all showing AI quality on both their praise and complaint sides, the direction of that split conversation is worth tracking as a signal for the category's tone.
Frequently Asked Questions
Which tool had the highest Pulse Score this period?
Todoist had the highest Pulse Score at 71, based on 25 mentions over the period, ahead of Obsidian at 66 and Claude at 64.
Which product moved the most this period?
Monday.com moved the most in absolute terms, falling 9 points from 44 to 35, based on 15 mentions. On the upside, Obsidian, Trello, and Amplitude each rose 5 points.
What was the overall category mood?
Mostly steady with a few soft spots. Business held strongest at 56 and several categories were flat, while communication saw the clearest decline, from 41 to 36, and ai-chat eased from 57 to 55.
How many mentions were analyzed this period?
We analyzed 2,348 relevant mentions across the 54 products that cleared the 10-mention threshold, drawn from the 2,235 products tracked.
About This Data
Pulse Scores summarize the tone of public online discussion on a 0-100 scale. They reflect community sentiment, 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 how scores are calculated, see our methodology.
