Be the brand
AI recommends.
Indie founders, bootstrapped SaaS, Shopify and independent ecom operators, small marketing teams — your buyer no longer Googles you, they ask ChatGPT. Or Gemini, or Perplexity, or Claude, or Grok. Cabbge is the tool that tells you what each of those engines actually says about you, why, and exactly what to ship to fix it. Plus the mentions on Reddit, HN, X, and YouTube humans are still posting on the side.
Already happened.
The blue-link SEO playbook that built every Shopify store and SaaS launch from 2010-2024 mostly doesn't apply here. Citations work differently, content structure matters more, generic SEO tools haven't caught up.
High-intent product research moved from Google to AI chat in under 18 months.
ChatGPT, Gemini, Perplexity, Claude, Grok. One prompt set across all five.
Reddit, Hacker News, YouTube, X. Every public mention deduped and surfaced.
Diagnose. Fix. Prove.
Most tools tell you you're losing. Cabbge fixes it. Every loop closes itself: detect the gap, write the asset, ship the fix, watch the next scan move the number.
- /01DIAGNOSE ACROSS 5 ENGINESSame buyer-prompt set runs against ChatGPT, Gemini, Perplexity, Claude, and Grok. Per-engine mention rate, citation position, top competitors named instead of you.
- /02PER-ENGINE PLAYBOOKEach engine ranks differently. ChatGPT cares about server-rendered content + answer-block structure; Gemini cares about Wikidata + sameAs; Perplexity cares about Reddit + G2; Claude cares about author bylines. The playbook tells you exactly which fix to ship for which engine.
- /03MENTION TRACKEREvery Reddit thread, HN comment, YouTube review, and X post mentioning your brand — surfaced in one panel, refreshed weekly. The signal humans leave that the engines later cite.
- /04SCHEMA + LLMS.TXT DEPLOYERGenerate FAQ, Organization, and Product JSON-LD that AI crawlers actually read. Generate an llms.txt for your site root. We host the JSON-LD as a public link you paste into your <head> — schema goes live without a deploy.
- /05FIX TECHNICAL GAPSSchema, llms.txt, robots.txt for the 12 AI bots, server-render audit, entity grounding (Wikipedia / Wikidata / sameAs). The boring infra work that decides whether the engines see you at all — done by the agent, not your dev.
- /06PROVE IT WORKEDEvery scan writes a snapshot. Trend chart shows score over time per engine. Embeddable badge on your site. Public visibility scorecard at /visibility/[your-domain] you can share or stamp into a press kit.
Built for indie.
The product is
the demo.
Indie founders shipping their first SaaS. Bootstrapped product teams who never raised. Shopify and independent ecom operators trying to be the brand recommended in "best X for Y" searches. Small marketing teams under 10 who need GEO without bringing on an agency. Even folks inside larger orgs who pay $49 on a personal card and use Cabbge unofficially — that's a deliberate part of the GTM, not a workaround.
What Cabbge is not for: enterprise procurement, agency sales motions, or anyone who wants a demo call before paying. The product is the demo.
Why this
changes things.
Each fix you ship for one engine often lifts you across the others, and the better-known you become to AI, the more often you get cited next round.
Once subscription is paid, every additional citation, mention, and lead is incremental at zero variable cost. Opposite of the paid-acquisition treadmill.
Most GEO tools track one or two. Cabbge runs the same prompt set across all five so you don't have to guess which engine your buyer is using.
$49/mo replaces what a freelance GEO consultant bills $500–2,500 for one quarterly audit. $199/mo replaces an in-house specialist or agency retainer at $3–8K. The fix queue produces real artifacts every week — schema you paste, llms.txt you ship, content briefs you hand off.
See where you stand.
Free public grader at the home page. Paste your domain, real 5-engine score in ~60 seconds, no signup.