re:tune is live · free plan, paid from $499/yr · last verified 25 Oct 2026 · viability monitor
re:tune
re:tune is a no-code AI chatbot and agent builder that trains on your website, files, or customer data and ships a widget in an afternoon.
Buy re:tune if you need a data-trained chatbot live this week and you're not technical. The combination of website crawling, file-upload training, and an embeddable widget gets you to first value in an afternoon, and the Max tier's white-label branding plus custom domain make it genuinely client-ready for agencies. The trade-offs are real: no model selection is documented, and the yearly-only Launch/Grow/Scale tiers start at $499/year billed annually. Compared with a developer platform like Botpress or Voiceflow, you trade extensibility for speed. For a non-technical founder or an agency shippng for clients, that's usually the right trade.
Verdict generatedVerified 5d ago · liveness 64/100 · cite: rightaichoice.com/tools/re-tune
- Non-technical founders who need a data-trained support or sales bot fast
- Agencies delivering white-labeled, custom-domain chatbots to clients
- Small businesses with document-heavy knowledge bases
- Startups that want website-crawled answers without wiring up an API
- Developers who need documented API access or code-level integration
- Teams that require explicit model selection between providers
- Buyers who need on-premise deployment
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Skip re:tune if you need documented API access, model selection between providers, or on-premise deployment — its strength is a fast, no-code, data-trained chatbot, not developer extensibility.
The branded-agency features — custom domain, white-labeling, custom fine-tuned models, and custom integrations — are locked to Max at $399/month or $3,999/year, so resellers can't stay on the cheaper Scale tier.
re:tune fits solo founders and small teams at the free Hobby tier and $99/month Grow, and small agencies at $399/month Max. Yearly commitments ($499–$3,999/year) lower the effective monthly cost but require a year up front. It undercuts developer platforms like Botpress or Voiceflow that assume engineering time, but sits above simple embeddable widget builders. Choose re:tune for the crawl-and-upload training plus white-labeling, not for the lowest sticker price.
In short
re:tune — re:tune is a no-code AI chatbot and agent builder that trains on your website, files, or customer data and ships a widget in an afternoon. Best for Non-technical founders who need a data-trained support or sales bot fast, Agencies delivering white-labeled, custom-domain chatbots to clients, Small businesses with document-heavy knowledge bases. Free to start; paid plans from $499/yr.
What is re:tune?
re:tune — re:tune is a no-code AI chatbot and agent builder that trains on your website, files, or customer data and ships a widget in an afternoon. Best for Non-technical founders who need a data-trained support or sales bot fast, Agencies delivering white-labeled, custom-domain chatbots to clients, Small businesses with document-heavy knowledge bases. Free to start; paid plans from $499/yr.
re:tune is a no-code platform for building custom chatbots and autonomous agents trained on your own data. You point it at a website, upload files such as PDFs and documents, or connect customer data, and it produces a chatbot you can publish directly on your site. The company positions it as "the missing platform to build your AI apps" — covering support bots, sales assistants, internal knowledge bases, and personal tutoring. Core capabilities include website crawling as a training source, file uploads for grounding answers, "infinite memory" so conversations stay context-aware, a customizable chat widget, and multiple workspaces for organizing client or team bots. Higher tiers add white-label branding, custom domains, custom fine-tuned models, and custom integrations. re:tune publishes both monthly and yearly pricing: Hobby is free (10 personal chatbots, 1,000 messages per chatbot, 100 users per chatbot, 5 file uploads per month); Grow is $99/month on the homepage's monthly listing; Max is $399/month monthly or $3,999/year. The yearly plans run Launch at $499/year, Grow at $999/year, Scale at $1,999/year, and Max at $3,999/year, each backed by a 30-day money-back guarantee. It sits between dead-simple embeddable widget builders and developer platforms like Botpress or Voiceflow — less configurable, far quicker to ship for non-technical teams.
Key features
- No-code chatbot and autonomous agent builder
- Website crawling as a training source
- File upload training (PDFs and documents)
- Infinite memory in chatbots for context-aware conversations
- Customizable chat widget you embed on your site
- Publish chatbots directly on your website
- Multiple workspaces for client or team bots
- White-labeled branding for chatbots (Max)
- Custom domain on Max
- Custom trained fine-tuned models on Max
- Custom integrations with any application on Max
- Remove re:tune branding on Scale and above
- Unlimited messages and users on paid tiers
- 30-day money-back guarantee on paid annual plans
- Free Hobby tier with 10 personal chatbots
Behind the verdict
re:tune is a competent answer to a specific question: how does a non-technical founder or a small agency get a chatbot that actually knows their content onto a website without hiring anyone? The answer here is training-by-ingestion — crawl a site or upload files, and the bot answers from that material. Extras that matter: infinite memory in chatbots (so multi-turn support conversations don't reset), a customizable widget you embed rather than host yourself, and multiple workspaces for teams juggling several bots. Agency-oriented features are the strongest part of the product. Max adds white-label branding, a custom domain, custom trained fine-tuned models, and custom integrations with any application — exactly what you need to resell a bot to a client under their brand rather than yours. Scale is where branding gets removed. The free Hobby tier is usable for a personal project: 10 personal chatbots, 1,000 messages and 100 users per chatbot, and 5 file uploads a month. On billing, the site presents both periods. Grow appears at $99/month on the homepage monthly listing, while the yearly page lists Grow at $999/year — the annual commitment is where the deeper discounts live, and paid annual plans carry a 30-day money-back guarantee. Watch the tier boundaries: website crawling and infinite memory start at Grow, published-chatbot and workspace count step up at Grow and Scale, and custom domain plus white-labeling are Max-only. The honest limitations are the ones that come out of the evidence rather than speculation: the underlying model isn't named anywhere in the scraped content, and the docs/developer pages weren't reached this run, so we can't vouch for API availability one way or another. If you need model-selection controls or code-level integration today, verify those before committing a year. If you need a data-trained bot with your client's logo on it, this is one of the shortest paths there.
Models under the hood
as of 2026-10-23
Limitations
- The underlying AI model is not named anywhere on the scraped pages, so you can't choose or verify which model answers your users.
- The docs/developer pages were not reached, so API availability and documentation depth are unconfirmed — verify them directly if your plan depends on programmatic access.
- On the yearly page, Launch, Grow, and Scale are presented only as annual commitments starting at $499/year.
- Workspace and published-chatbot counts are capped below Max: Grow allows 5 published chatbots and 5 workspaces, Scale 10 and 10; custom domain, white-labeling, and custom fine-tuned models are Max-only.
as of 2026-10-02
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Is re:tune still active?
re:tune is live · free plan, paid from $499/yr · last verified 25 Oct 2026 · viability monitor.
Viability score
How well maintained and how widely used is re:tune? 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 →What do users say about re:tune?
What people actually say about re:tune — 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.
ResearchedDiscussed by users across 4 sources (Hacker News, YouTube, Product Hunt, Stack Overflow) · researched Oct 26, 2026.
Weighted by the 68 posts each of 4 sources contributed.
- +Product Hunt reviewers praised the concept and execution as genuinely novel at launch
- +470 upvotes and 4.83 stars from six reviews show strong initial appetite
- +Foundation model playground let users turn a prompt into a chatbot quickly
- +Creators used it for practical tasks like writing and composing lyrics
- +Founder engagement and an active Discord community drew repeat praise
- −No recent independent discussion exists to validate the current, repriced product
- −Positive reviews describe the old GPT-3 playground, not today's agent builder
- −At least one user hit a 429 error adding an OpenAI API key
- −Pricing jumps from free to $99/month with no obvious middle tier
- −Community data is silent on reliability, uptime and crawl accuracy at scale
- • Bring-your-own OpenAI API keys may add real model spend on top of the subscription
- • White-label branding and custom domains are locked behind the $399/month Max tier
- • The gap between free Hobby and $99/month Grow leaves small teams without a cheap middle option
- • Annual-only Launch and Scale plans lock you in despite the money-back window
How we verified this
Every listed fact about re:tune— pricing, features, links, status — is re-read from the vendor's own pages by our verification pipeline and each change is logged with a date; the last pass ran on 25 Oct 2026. Pages mix model-assisted synthesis with human review; see how we verify.
Verification history
We have re-verified re:tune 9 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.
- — changed pricing page, limitations
- — changed pricing fit, description, our verdict, features, hidden costs, limitations, switching in, switching out, who should skip it, pricing tiers, who it suits, setup time, summary, use cases
- — changed SSL certificate
- — changed pricing tiers, features, description, who it suits, our verdict, summary, who should skip it
- — changed pricing fit, switching in, setup time, switching out, who should skip it, description, our verdict, features, hidden costs
- — changed SSL certificate, limitations, pricing page
Showing the 6 most recent of 9 verification passes.
Free to cite with attribution — this page re-verifies continuously.
How much does re:tune cost in 2026?
re:tune: Free to start; paid plans from $499/yr. Pricing last verified 25 Oct 2026.
Plans compared
Every published re:tune tier, its price as the vendor publishes it, who it fits, and what it adds over the tier below. The 12-month cost projection follows.
| Plan | Price | Billing | Who it's for |
|---|---|---|---|
| Hobby | Free | — | Solo makers testing an idea or running a personal project bot on their own site.Adds: Free entry point: 10 personal chatbots, 1,000 messages and 100 users per chatbot, 5 file uploads per month. |
| Grow | $99/moVendor: “$99/month” | monthly | Startups and small businesses running a live support or sales bot with real traffic.Adds: Adds unlimited messages and users, website crawling, 500 uploads per month, infinite memory, and a customizable widget, starting at $99/month. |
| Max | $399/moVendor: “$399/month” | monthly | Agencies and teams that resell bots under their own brand or need custom security and performance.Adds: Unlimited published chatbots and workspaces plus custom domain, white-labeling, custom fine-tuned models, and custom integrations. |
| Launch | $499/yrVendor: “$499/year” | yearly | Individual builders who want the annual rate on a single-bot setup.Adds: Annual-only tier at $499/year: everything in Hobby plus unlimited chatbots, messages and users, website crawling, 50 uploads per month, and unlimited usage history. |
| Grow | $999/yrVendor: “$999/year” | yearly | Startups and small businesses running a live support or sales bot with real traffic.Adds: Adds unlimited messages and users, website crawling, 500 uploads per month, infinite memory, and a customizable widget, starting at $99/month. |
| Scale | $1,999/yrVendor: “$1,999/year” | yearly | Growing teams with multiple bots who need the re:tune branding gone and no upload ceiling.Adds: Steps up to 10 published chatbots, 10 workspaces, unlimited file uploads per month, and branding removal. |
| Max | $3,999/yrVendor: “$3,999/year” | yearly | Agencies and teams that resell bots under their own brand or need custom security and performance.Adds: Unlimited published chatbots and workspaces plus custom domain, white-labeling, custom fine-tuned models, and custom integrations. |
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.
Where the pricing makes sense
The company stage and team size where re:tune's pricing actually pencils out — and where peers do it cheaper.
re:tune fits solo founders and small teams at the free Hobby tier and $99/month Grow, and small agencies at $399/month Max. Yearly commitments ($499–$3,999/year) lower the effective monthly cost but require a year up front. It undercuts developer platforms like Botpress or Voiceflow that assume engineering time, but sits above simple embeddable widget builders. Choose re:tune for the crawl-and-upload training plus white-labeling, not for the lowest sticker price.
Has re:tune's pricing changed?
No plan price for re:tune has moved since we began logging in Aug 2026; the pricing page is re-read on every verification pass.
Who should pick re:tune?
Pick re:tune if you are Non-technical founders who need a data-trained support or sales bot fast, Agencies delivering white-labeled, custom-domain chatbots to clients, Small businesses with document-heavy knowledge bases, Startups that want website-crawled answers without wiring up an API.
Look elsewhere if you are Developers who need documented API access or code-level integration, Teams that require explicit model selection between providers, Buyers who need on-premise deployment.
Skip it if Skip re:tune if you need documented API access, model selection between providers, or on-premise deployment — its strength is a fast, no-code, data-trained chatbot, not developer extensibility.
GeneratedReal-world workflow fit
Concrete scenarios for the personas re:tune actually fits — and what changes day-one when you adopt it.
Starts on free Hobby, crawls the marketing site and product docs, embeds the widget on the support page, and answers the first 1,000 messages per chatbot without paying a cent.
Outcome: A grounded support bot is live the same day, and the founder upgrades to Grow at $99/month only when traffic outgrows the Hobby caps.
Creates a separate workspace per client, uploads each client's PDF collateral and crawls their site, then publishes a bot with the client's logo and custom domain on Max.
Outcome: Client-ready, on-brand bots delivered without engineering hours; unlimited workspaces on Max covers the whole roster in one plan.
Uploads onboarding PDFs and policy docs on Grow, then deploys an internal knowledge base bot for new hires, relying on infinite memory so multi-step questions stay in context.
Outcome: New hires self-serve answers on day one instead of interrupting the ops team, with unlimited messages and users on the paid tier.
Use cases
- Build an FAQ chatbot for an e-commerce store trained on a site crawl.
- Deploy a 24/7 sales assistant that answers product questions.
- Stand up an internal knowledge base bot for employee onboarding.
- Ship a white-labeled, custom-domain chatbot for multiple client sites as an agency.
- Train a support bot on uploaded PDF manuals.
- Launch a personal tutor bot with long conversation memory on Grow.
Setup time & first value
How long it actually takes to get something useful out of re:tune — broken out by persona, not the marketing-page minute.
For a solopreneur: under an hour to first value — sign up on the free Hobby tier, point re:tune at your website, and embed the widget. For a small business on Grow ($99/month): about half a day to crawl the site, upload the core docs, and customize the widget. For an agency on Max: a day per client to configure white-labeling, custom domain, and per-client workspaces.
Switching to or from re:tune
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From a generic embeddable widget builder: crawl your existing site and upload your help-center PDFs to re:tune, then swap the embed snippet.
- →From a hand-written FAQ page: point re:tune at the same page as a crawl source so the answers stay in sync.
- →From a developer-built bot: replicate the common flows in re:tune's widget, but verify API and custom-integration needs before committing (docs pages were not reached this run).
- ↗To a developer platform like Botpress or Voiceflow: export your source documents and rebuild flows where you need model selection or code-level integration.
- ↗To a self-hosted stack: re-ingest your training documents into your own vector store if on-premise deployment is a requirement.
Resources & guides
Tutorials & Learning
YouTube returned 6 videos for “re:tune”, and we withheld 6: 6 could not be judged, because “re:tune” 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 re:tune.
Official links
What are the best re:tune alternatives?
The closest alternatives to re:tune we list are Voiceflow, Build Chatbot and WizyChat. Ranked by direct product-type match, not category overlap.
| Alternative | Pricing | Starts at | Last verified |
|---|---|---|---|
| Voiceflow | Contact Sales | Custom pricing | — |
| Build Chatbot | Freemium | Pricing not published | — |
| WizyChat | Freemium | Pricing not published | — |
Alternatives to re:tune
View allVoiceflow
Voiceflow is a visual platform for building AI chat and voice agents that ship on web, WhatsApp, SMS and phone.
Build Chatbot
No-code AI chatbot builder that trains on your website content, including audio and video files.
Tools that pair well with re:tune
Common stack mates teams adopt alongside re:tune, with the specific reason each pairing earns its keep.
Voiceflow
Voiceflow is a visual platform for building AI chat and voice agents that ship on web, WhatsApp, SMS and phone.
Build Chatbot
No-code AI chatbot builder that trains on your website content, including audio and video files.
WizyChat
No-code platform for building GPT-4 chatbots trained on your own website, docs, and files — with a drag-and-drop builder and hybrid FAQ-plus-AI flows.
re:tune vs its closest rival
re:tune's closest head-to-head is with Presto Voice — If you need a no-code custom chatbot for your website or internal tools, re:tune is the affordable, flexible choice with a free tier. If you operate a quick-service restaurant chain with drive-thrus, Presto Voice delivers proven revenue lift and automation — emphasized by its new partnership with Dairy Queen. Choose based on your industry: general AI assistant vs. specialized voice AI for QSRs. Verdict generated
Head-to-head comparisons
Re Tune vs Presto Voice
If you need a no-code custom chatbot for your website or internal tools, re:tune is the affordable, flexible choice with a free tier. If you operate a quick-service restaurant chain with drive-thrus, Presto Voice delivers proven revenue lift and automation — emphasized by its new partnership with Dairy Queen. Choose based on your industry: general AI assistant vs. specialized voice AI for QSRs.
GeneratedRe Tune vs Truleo
Truleo and re:tune serve completely different markets. Truleo is a specialized law enforcement intelligence platform connecting siloed data (RMS, CAD, jail calls) to generate leads and reduce report writing time, with FBI CJIS compliance. re:tune is a general-purpose no-code chatbot builder for businesses. If you're a police department, Truleo is the only choice; for a non-technical business owner, re:tune fits. There is no overlap.
GeneratedRe Tune vs B Rokratt
For a business seeking a customizable, white-label chatbot to train on its own data, re:tune is the clear choice despite the subscription cost. For an Estonian citizen or e-resident navigating government services, Bürokratt is a free, highly integrated solution that reduces bureaucracy. These tools serve entirely different needs, so your decision depends on whether you're building a commercial AI assistant or accessing public services in Estonia.
GeneratedFrequently asked questions
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