// mix weights are our estimate from detected signal volume
A serial-founder pivot into the AEO wave: FosterFBA (2018, Amazon ads agency) → ProductScope AI → UGC Engine → AEO Engine formally launched Jan 2026, claiming $700k ARR within ~6 months. The playbook is pure "practice what you sell": an 800+-page programmatic content machine, AI-crawler-open robots.txt, free SEO tools for lead capture, and aggressive PR-wire + consultant-ranking authority — all funneling into high-ticket strategy-call sales at $1,597–$2,997/mo.
The sitemap index totals 835 URLs across 11 sub-sitemaps: 429 blog posts (vertical patterns like clio-vs-practicepanther), 166 podcast pages, 64 /vs competitor comparisons, glossary and "answer-index" sections — with ~90 blog pages touched in a single day, the signature of batch programmatic publishing.
Every surface terminates in a booked strategy call (/schedule-call): Growth $1,597/mo, Scale $2,997/mo, Enterprise custom. Just 38 active subscriptions at $81k MRR — a handful of large accounts, closed by humans.
Company-issued press releases on paid wires (MarketersMedia → FinancialContent syndication) claim $700k ARR in under 6 months, 50+ brands and 920% average AI-traffic growth; the newsroom promotes a "#1 AEO consultant in NYC" ranking and conference speaking slots. All self-issued, none independently audited.
~15 free utility tools in the sitemap (schema-markup generator, robots.txt checker, SERP preview, sitemap validator…) plus a white-label page for agency resellers — classic tool-as-lead-magnet, 7 under /tools alone.
robots.txt explicitly whitelists GPTBot, ChatGPT-User and other AI crawlers "for answer-engine discovery", and the site ships an /llm-info page — applying its own AEO product to get cited in AI answers.
One email a week on how SaaS actually gets users — the new teardowns, what changed, and the founder claims our crawl just caught out. No fluff, unsubscribe anytime.