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Vibe Coders & Indie Builders

Make sure AI recommends what you ship.

You can spin up a product in a weekend — but if AI doesn't know it exists, neither do your users. Vizzybl helps your app, docs, and landing pages get discovered, understood, and recommended when people ask AI for tools like yours.

  • Make sure AI knows your product exists when users ask
  • Get the llms.txt and schema that make you machine-readable
  • Find out whether AI recommends you — or the incumbent
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Vizzybl llms.txt generator for an indie product
Vizzybl llms.txt generation inputVizzybl generated llms.txt file output

Ship an llms.txt that makes AI understand your product.

The llms.txt Co-pilot helps you draft and refine the file that tells AI engines what your product does, groups your URLs by topic, and exports a clean bundle — so you're machine-readable from day one.

  • Chat your way to a complete llms.txt, no spec-reading required
  • Group and export your URLs by topic automatically
  • Give AI the context it needs to recommend you
Vizzybl citation analysis metrics for an indie product

See if AI actually knows you exist.

Track whether engines cite your product, your docs, or nothing at all when users ask about your category — and watch that change as you ship improvements.

  • Citation counts and sources for your product and docs
  • Spot the gaps where competitors get mentioned and you don't
  • Measure discoverability as a metric, not a vibe
Vizzybl prompt result showing which tools AI recommends

Find out what users ask before they pick a tool.

See the real prompts people send AI when they're looking for what you built, and whether the answer points to you or the incumbent — then close the gap.

  • Real buyer prompts in your product's category
  • See who AI recommends today for those questions
  • Prioritize the content that wins those recommendations

Explore more solutions

Brands & In-house MarketingYou spent years winning Google. Now your buyers ask ChatGPT, Gemini, and Perplexity — and you can't see whether they find you, skip you, or hear a rival's story instead. Vizzybl makes your AI presence measurable and improvable.Explore Vizzybl for BrandsAgenciesYour clients are asking what you're doing about ChatGPT and Gemini. Vizzybl lets you monitor every brand you manage in one place, benchmark them against competitors, and turn raw data into deliverables that justify the retainer.Explore Vizzybl for AgenciesAEO & GEO TeamsYou've moved beyond blue links — your whole job is being the answer. Vizzybl gives you rigorous, defensible metrics and a workflow that runs from measurement to optimized page, without stitching together five tools.Explore Vizzybl for AEO TeamsPR & CommunicationsA single ChatGPT summary now reaches more people than a press release ever did. When AI gets your story wrong — or frames you the way a critic would — you need to know first. Vizzybl monitors the narrative AI tells about you and shows you where it comes from.Explore Vizzybl for PR & CommsContent CreatorsYou write genuinely useful content, but AI quotes someone else. Vizzybl shows you why your pages get passed over and hands you the exact edits to make them quotable, retrievable, and recommended.Explore Vizzybl for Content CreatorsSolopreneurs & Small BusinessYou're the founder, the marketer, and the support team. You don't have an SEO agency — but your customers still ask AI before they buy. Vizzybl's assistant Vizzy does the heavy lifting and hands you plain-English fixes you can do yourself.Explore Vizzybl for SolopreneursProfessional ServicesWhen someone asks AI for the best lawyer, accountant, or consultant for their situation, you want to be in the answer. Vizzybl helps high-trust firms surface for the niche and local questions that turn into clients.Explore Vizzybl for Professional ServicesEcommerce & DTCShoppers — and increasingly AI agents — ask AI what to buy. If your products aren't discoverable, accurately described, and ready for agents to act on, you lose the sale before it starts. Vizzybl gets you found and recommended.Explore Vizzybl for EcommerceNon-profitsSupporters, volunteers, and people who need your help increasingly start with AI. On a tight budget, you still need your cause to surface. Vizzybl makes your mission visible in AI answers — with preferred pricing and dedicated support for registered non-profits.Explore Vizzybl for Non-profits

Frequently asked questions

Common questions about Generative Engine Optimization and how Vizzybl helps.

  • Vizzybl helps your app, docs, and landing pages become machine-readable and citation-ready — and tracks whether AI recommends you or the incumbent when users ask for tools like yours.
  • It helps you draft and refine the llms.txt that tells AI engines what your product does, groups your URLs by topic, and exports a clean bundle — so you're machine-readable from day one.
  • Yes. Track whether engines cite your product, your docs, or nothing at all when users ask about your category, and watch it change as you ship.
  • It checks the structure and schema that make you readable to machines, alongside content fixes, so both your marketing and your docs are AI-friendly.
  • No. GEO is mostly about making what you've built understandable to AI. Vizzybl shows the highest-impact changes so a solo builder can close the gap quickly.
  • Prompt Research reveals the real prompts people send AI in your category and who gets recommended today, so you can prioritize the content that wins those recommendations.

Stop Being Invisible
to AI Search Engines.

Millions are turning to AI to find businesses to buy from and non-profits to support. Make sure you're exactly what they find.

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