Klero.ai
Feedback boards, surveys, roadmaps, and changelogs in one AI-assisted system for product teams
Klero fits small product teams that want the whole feedback loop — collect, prioritize, publish, notify — without paying Canny or Productboard prices. The AI categorization, duplicate merging, and changelog drafting all target real time sinks, and the free plan is usable rather than a demo. Skip it if you need SSO, granular roles beyond the four listed, or fully self-hosted deployment; the Growth tier's custom roles top out at 30 team members. Several integrations are flagged as still in development on the vendor's own pricing page, so validate the ones you depend on before committing.
Verified 10d ago · liveness 77/100 · cite: rightaichoice.com/tools/klero-ai
- Startup product teams of roughly 3-30 people
- Product managers who need AI help triaging a backlog
- Founders who want to close the feedback loop without hiring a PM ops function
- Teams that want a budget alternative to Canny or Productboard
- Enterprises that require SSO and deep permission models
- Teams that need a fully self-hosted or air-gapped deployment
- Organizations that require a native desktop or offline app
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Skip Klero if you need SSO, on-premise deployment, or more than 30 team members, or if every integration you depend on has to be live on day one.
AI analyzer credits are metered per month — 2k on Explorer, 5k on Builder, 15k on Growth — and heavy triage of a large backlog can burn through them before the month ends.
Klero lands under Canny and Productboard for a 3-10 person team: $20/mo Explorer and $40/mo Builder month-to-month, with annual billing cheaper still. Growth at $96/mo is where it starts approaching entry-level pricing from those larger competitors, but it also carries 30 seats, 150 GB storage, and 15k AI credits, which is more headroom than most sub-30-person teams need.
In short
Klero.ai — Feedback boards, surveys, roadmaps, and changelogs in one AI-assisted system for product teams. Best for Startup product teams of roughly 3-30 people, Product managers who need AI help triaging a backlog, Founders who want to close the feedback loop without hiring a PM ops function. Free to start; paid plans from $20/mo.
What's new in Klero.ai
Checked yesterdayAcross the latest 4 updates: 4 news mentions.
Meet the Startup: Essential Apps with Justas Galaburda
Interview with the co-founder of Essential Apps, a Shopify app suite used by 250k merchants, about how the team uses Klero for product feedback.
Meet the Startup: TryCrush with Albertas Pocius
Interview with the co-founder of TryCrush, an AI ad automation tool, covering their product feedback strategy and use of Klero.
Meet the Startup: Uneed with Thomas Sanlis
Interview with the founder of Uneed, a product launch platform, on using Klero to prioritize which features to build next.
Meet the Startup: Persikas with Mantas Liekis
Interview with the CEO of Persikas, a meal-planning app, about how Klero helps them close the loop between feedback and shipped features.
What people actually say about Klero.ai — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
13 mentions across 2 sources (YouTube, Product Hunt) · researched Aug 19, 2026.
Average across the 2 sources that answered — each source counts once, not each post.
- +AI-driven feedback collection with sentiment analysis and trend summaries.
- +Unified platform: feedback boards, roadmap, changelogs, and surveys in one.
- +Visual no-code widget builder simplifies embedding into products.
- +Duplicate merging and impact-effort scoring save time on prioritization.
- +Automated changelog drafting and user notifications close the feedback loop.
- −Limited real-world reviews; only 3 Product Hunt reviews so far.
- −Some integrations are still under development, causing uncertainty.
- −Templates require manual input, reducing AI automation benefits.
- −Pricing jumps from free to $96/mo, which may be steep for small teams.
- −Lack of detailed comparisons to competitors like Canny or Productboard.
- • Possible overage fees for AI credits beyond included limits
- • Upgrading to Growth may require annual billing, locking in cost
Viability Score
How well maintained and how widely used is Klero.ai? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →Key Features
- In-app feedback widget with visual no-code editor
- Feedback boards with upvotes, comments, and anonymous posting options
- AI duplicate detection and feedback merging
- AI categorization of feedback by feature area
- Impact-and-effort prioritization scoring
- AI summaries and theme analysis across feedback
- Public and private product roadmaps
- Changelog publishing with scheduling and feedback links
- Automatic user notification when requested features ship
- Surveys with embeddable widget and AI survey insights
- Domain-based AI scan of public reviews, forums, and communities for feedback
- SEO indexing for public feedback boards
- Custom statuses for feedback and roadmap items
- File uploads on feedback submissions (Explorer and above)
- Custom domain and branding removal on paid tiers
About Klero.ai
Klero.ai is a product feedback platform that combines feedback boards, in-app widgets, surveys, public roadmaps, and changelog publishing in one system. You embed a widget to collect requests and upvotes, then Klero's AI categorizes submissions, merges duplicates, analyzes themes, and scores items by impact and effort. Roadmap items link back to the feedback that produced them, and when something ships the platform emails the users who asked for it. A 'Find Feedback' tool scans public reviews, forums, and communities from your domain for insights you haven't captured yet. The pricing page shows four tiers — Free, Explorer, Builder, and Growth — with month-to-month and annual rates both published (annual works out to roughly two months free). It's aimed at small and growing product teams of roughly 1 to 30 people rather than enterprise buyers, and the vendor's blog regularly interviews startup founders about their feedback workflows.
Behind the Verdict
Klero's strength is the round trip. Feedback arrives through a no-code in-app widget, feedback boards, or a survey; the AI groups it by feature area, detects duplicates so votes consolidate rather than scatter, and scores items by impact and effort. Approved items become roadmap entries that visibly link back to the request, and shipping a feature triggers automatic notifications to the people who voted — the loop that most teams fail to close manually. The changelog module publishes entries and can schedule them, with 2 to 50 changelog types and 5 to 100 tags depending on tier. What stands out in the pricing grid is how sharply capabilities are gated. Anonymous posts, anonymous comments, anonymous upvotes, file uploads, vote-on-behalf, and merge feedback all start at Explorer or Builder. AI analyzer credits run 2k/mo (Explorer), 5k/mo (Builder), 15k/mo (Growth) — the free plan has none, and custom knowledge sources only appear on Growth. Storage runs 100 MB free to 150 GB on Growth, and monthly email volume 100 to 30,000. API access and advanced data export are Growth-only, so automation-minded teams should price that tier rather than Builder. The AI marketing copy on the homepage and the detailed pricing matrix disagree in places: the pricing FAQ text quotes $29/$79/$149 monthly rates for Explorer/Builder/Growth while the plan cards quote $20/$40/$96. Treat the plan cards and the limits matrix as authoritative and confirm the current number with the vendor before you commit. Integrations are the honest weak spot. Slack and Discord land on Explorer; Zapier, Linear, GitHub, and Notion on Builder; Jira and Shopify on Growth — and the pricing page carries an explicit asterisk that some integrations are still under development. Nothing in the available sources documents SSO, an on-prem option, or a desktop app, and team-role granularity tops out with custom roles on the $96/mo tier. For a 5-person team shipping a SaaS product, that's fine. For a 200-person org with a security review, it isn't.
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Real-world workflow fit
Concrete scenarios for the personas Klero.ai actually fits — and what changes day-one when you adopt it.
Embeds the feedback widget on the in-app dashboard, shares a public feedback board link in the onboarding email, and reviews incoming requests weekly.
Outcome: Requests land in one board instead of scattered across support email and DMs; the free plan covers the first 50 items while validating whether users actually vote.
Upgrades to Builder to merge duplicate requests, feed AI categorization across 10 boards, and push confirmed items into Linear and GitHub with links back to the original submissions.
Outcome: The backlog gets deduplicated and scored by impact and effort instead of sorted by whoever complained loudest, and engineering receives issues with the customer context attached.
Runs quarterly surveys through the embedded survey widget, uses AI survey insights on Growth, publishes a public roadmap linked to feedback, and schedules changelog posts that auto-email the users who voted.
Outcome: Support tickets about 'when is X shipping' drop because voters get notified directly, and the roadmap becomes the artifact sales uses on calls.
Use Cases
- Collect feature requests through an embeddable widget without pulling users out of your product.
- Run surveys and let AI categorize responses by sentiment and priority.
- Turn a confirmed feedback item into a GitHub or Linear issue with a link back to the original request.
- Publish a public roadmap tied to feedback so voters can see their input affecting planning.
- Draft and schedule changelog entries, then auto-notify the users who requested each feature.
- Scan public reviews and community posts about your domain to surface feedback you never captured.
- Reduce support volume by pointing users at a public changelog instead of answering repeat questions.
Limitations
- Team size is capped by tier: 1 member on the free plan, 3 on Explorer, 10 on Builder, and 30 on Growth, so the platform stops scaling with you past that point.
- Storage tops out at 150 GB on Growth and starts at 100 MB free, while API access and advanced data export are Growth-only, which blocks automation on cheaper tiers.
- Anonymous feedback features, file uploads, vote-on-behalf, feedback merging, and SEO indexing all start above the free plan.
- No source documents SSO, on-premise deployment, or the specific underlying models used for the AI features.
as of 2026-09-28
Verification history
We have re-verified Klero.ai 8 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-checked, vendor evidence unchanged
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 8 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Klero.ai tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
A solo founder or early-stage team validating whether users will actually vote on feedback before paying for a dedicated platform.
What this tier adds
Starting tier: 1 feedback board with 50 items, 1 roadmap, 1 survey with 50 responses/mo, 1 team member, 100 MB storage, no AI credits.
Explorer
$20/mo (monthly) or roughly two months free on annual
Ideal for
A small team of up to 3 that needs private boards, a custom domain, anonymous feedback, and Slack or Discord notifications.
What this tier adds
Adds 4 feedback boards with unlimited items, 4 roadmaps, 5 surveys, anonymous posts and votes, file uploads, custom domain, branding removal, 2k/mo AI credits, Slack and Discord.
Builder
$40/mo (monthly) or roughly two months free on annual
Ideal for
A growing product team of up to 10 running a real backlog and needing AI categorization plus Linear, GitHub, Notion, and Zapier in the loop.
What this tier adds
Adds feedback merging, AI categorization, custom knowledge sources, 5k/mo AI credits, SEO indexing, custom statuses and fields, embedded roadmap and changelog widgets, and priority email support.
Growth
$96/mo (monthly) or roughly two months free on annual
Ideal for
A 20-30 person organization that needs API access, data export, custom roles, Jira and Shopify, and a named support contact.
What this tier adds
Adds 30 feedback boards, 30 roadmaps, 60 surveys with 15k responses/mo, 15k/mo AI credits, AI survey insights, advanced data export, API access, Jira and Shopify, custom roles, and a dedicated support manager.
Where the pricing makes sense
The company stage and team size where Klero.ai's pricing actually pencils out — and where peers do it cheaper.
Klero lands under Canny and Productboard for a 3-10 person team: $20/mo Explorer and $40/mo Builder month-to-month, with annual billing cheaper still. Growth at $96/mo is where it starts approaching entry-level pricing from those larger competitors, but it also carries 30 seats, 150 GB storage, and 15k AI credits, which is more headroom than most sub-30-person teams need.
Setup time & first value
How long it actually takes to get something useful out of Klero.ai — broken out by persona, not the marketing-page minute.
Solo founder: the vendor claims under 5 minutes from signup to a live feedback board, and the widget is a lightweight snippet with a no-code visual editor. A 10-person team: budget an afternoon if you're wiring Builder-tier integrations like Linear or GitHub and importing an existing backlog. A 25-person company: the Growth rollout itself is quick, but allow a few days to map custom statuses,
Switching to or from Klero.ai
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Canny: recreate boards and import existing posts as feedback items, then repoint your embedded widget to Klero's snippet.
- →From a spreadsheet or Notion doc: paste existing requests into a feedback board, then use AI categorization and duplicate merging on Builder to clean the backlog.
- →From Productboard: move roadmap columns to Klero roadmaps and map existing prioritization fields to Klero's impact-effort scoring.
- →From Slack or Discord threads: use the Slack and Discord integrations on Explorer to funnel requests into a central board instead of losing them in channels.
- ↗To Productboard: export feedback and roadmap data using the Growth tier's advanced data export, then recreate boards in Productboard's structure.
- ↗To Canny: pull feedback items and votes via the Growth tier's API access to preserve vote counts, since votes are the part that's expensive to lose.
- ↗To a self-hosted tracker: use the Growth tier's API access to pull feedback and roadmap items into your own database before decommissioning Klero.
Integrations
Resources & Guides
Tutorials & Learning
YouTube returned 6 videos for “Klero.ai”, and we withheld 6: 6 could not be judged, because “Klero.ai” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Klero.ai.
Official links
Tools that pair well with Klero.ai
Common stack mates teams adopt alongside Klero.ai, with the specific reason each pairing earns its keep.
UserTesting AI
UserTesting AI pairs a 6M+ participant panel with AI synthesis so enterprise teams can turn real human feedback into UX decisions faster.
Zefi
AI-native VoC platform that reconciles surveys, tickets, reviews and social feedback into one traceable source of truth
Feedback Widget
In-app feedback widget that collects ratings, screenshots, and video, then uses Olvy AI to summarize and classify the responses.
Featured Head-to-Head Comparisons
Klero Ai vs Versatile
Versatile and Klero serve completely different industries and use cases. Versatile is purpose-built for steel erectors who need real-time crane data without workflow changes, while Klero helps product teams collect and act on user feedback. Your choice depends entirely on whether you build with steel or software.
Klero Ai vs Geologicai
GeologicAI and Klero.ai serve entirely different domains, making a direct comparison irrelevant. GeologicAI is a high-cost, contact-pricing platform for mining companies needing rapid multi-sensor core scanning and AI logging, while Klero is a freemium product feedback tool for startups. A buyer should choose based on their industry: mining exploration or product management.
Klero Ai vs Screenplayiq
ScreenplayIQ and Klero.ai serve entirely different domains. Choose ScreenplayIQ if you're in filmmaking and need AI-driven script analysis with box office predictions. Choose Klero.ai if you're a product team wanting to centralize user feedback and build transparent roadmaps. They don't compete directly; your choice depends on whether you write screenplays or build products.
Alternatives to Klero.ai
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UserTesting AI
UserTesting AI pairs a 6M+ participant panel with AI synthesis so enterprise teams can turn real human feedback into UX decisions faster.
Zefi
AI-native VoC platform that reconciles surveys, tickets, reviews and social feedback into one traceable source of truth
Feedback Widget
In-app feedback widget that collects ratings, screenshots, and video, then uses Olvy AI to summarize and classify the responses.
Frequently Asked Questions
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