Free chapter — from the 2026 Almanac
Generative Engine Optimization (GEO) is the practice of making AI assistants — ChatGPT, Claude, Perplexity — mention your product, describe it accurately, and link to it when users ask what tool to use. By most estimates AI engines handled 12–18% of English informational queries in Q1 2026, and published studies put the overlap between Google's top links and AI citations under 20% — so ranking on Google no longer means being cited by AI, and not ranking on Google no longer means being invisible.
That second half is the startup opportunity. You cannot out-backlink a ten-year incumbent on Google this year. But AI answers are assembled at retrieval time from directories, review sites, comparison pages and structured data — documents a week-old product can be present in. GEO agencies charge $1,500+/month for what is, mechanically, a checklist. Here it is.
| # | Point | What to do | Cost |
|---|---|---|---|
| 01 | Quotable definition | First homepage paragraph reads "[Product] is a [category] for [audience] that [outcome]" — plain words an engine can lift verbatim | 30 min |
| 02 | Retrieval-layer listings | AlternativeTo, SaaSHub, Crunchbase, Wikidata, PeerPush, category directories — identical name + category wording everywhere | Hours, free |
| 03 | Comparison page | Honest "best [category] tools" page including competitors with real trade-offs; one-sided pages don't get cited | Half a day |
| 04 | Structured data | Product, Offer, FAQPage, Organization JSON-LD — engines extract price and facts from schema, reliably | 1–2 h |
| 05 | FAQ from real questions | 5–10 questions phrased the way users ask assistants, one direct answer paragraph each | 1 h |
| 06 | llms.txt | Markdown index of key pages at /llms.txt — impact contested, treat as lottery ticket | 10 min |
| 07 | One third-party mention | A newsletter, roundup or guest post that names you — engines weigh independent sources over self-description | Outreach |
| 08 | AI-crawlable pages | robots.txt not blocking GPTBot / ClaudeBot / PerplexityBot; key facts not locked behind JS-only rendering | 5 min check |
| 09 | Visible dates | "Updated June 2026" in visible text — stale-looking pages get skipped for time-sensitive queries | 5 min |
| 10 | Monthly visibility test | Ask each engine your target queries; record mentioned / linked / described accurately; fix and re-test | 20 min/month |
When someone asks an assistant "what's the best tool for X", the answer isn't generated from thin air — it's assembled from sources the engine retrieves: AlternativeTo, SaaSHub, Crunchbase, Wikidata, G2's network (one free listing covers Capterra, GetApp and Software Advice since the January 2026 consolidation), plus niche directories. Each listing is one more independent document stating what your product is and for whom. That's why points 02 and 07 carry more weight than anything you publish on your own domain: engines trust other people's descriptions of you more than yours. The practical consequence — use the exact same product name and category phrase in every listing, because consistency is how engines merge scattered mentions into one entity. We keep a free list of 20 verified directories, and the order to work through them is wave 3 of the 4-wave launch playbook — just make sure you're not submitting to the ones that died.
On-site GEO is three habits. First, the quotable definition: your homepage's first paragraph should read like the sentence an assistant would quote — category, audience, outcome, no wordplay. Second, structured data: Product, Offer, FAQPage and Organization JSON-LD, so price and facts are machine-extractable instead of inferred. Third, visible freshness: "Updated June 2026" in text, because for any query with "2026" in it, stale-looking pages are skipped. The FAQ deserves its own sentence: write the questions the way people actually phrase them to assistants ("is there a cheaper alternative to…?"), and answer in the first sentence — assistants quote opening sentences, not the third paragraph of a wind-up.
ChatGPT Search draws on Bing's index, and Bing accepts IndexNow — a free ping protocol that needs no account, no Search Console, no verification beyond hosting a key file. Generate a key, drop the file at your domain root, POST your URLs to api.indexnow.org. We did this on day one: every ping accepted the same day. One honest caveat from our own data: an accepted ping is an acknowledgement, not an indexation — our site: check the next morning still showed zero. The point of IndexNow is shortening the path from weeks to days, not skipping the queue entirely.
GEO without measurement is faith. Once a month, ask each engine the two or three queries that should surface you ("best [category] tools 2026", "[incumbent] alternatives", "how do I [problem]") and record three things: mentioned? cited with a link? described accurately? We ran our own baseline the day this site went live: invisible on all three target queries, on every engine. That zero isn't a failure — it's the denominator every later test gets divided by. Most startups skip the baseline and then can't tell whether their GEO work did anything.
Three things that backfire: stuffing your name into Wikipedia or Reddit (gets reverted or banned, and can poison your entity in the engines' eyes), publishing fake "review" pages of your own product (self-serving sources are increasingly detected and discounted), and chasing every new GEO hack on launch-tool Twitter. Points 01–03 carry most of the weight; the rest is plumbing and maintenance.
The full Launch Almanac catalogues all 84 verified-living launch channels — including the directories and review sites that feed AI recommendations, flagged as GEO targets — with costs, audiences, submission requirements and a printed verification date for every entry. Plus the dead list, ready-to-paste submission templates, a Claude Skill that does the submissions for you, the full 10-point GEO checklist file, and the tracking sheet. Re-verified updates for 12 months.
Get the full Almanac — €24The foundations overlap — crawlable pages, structured data, useful content — but the ranking logic differs. SEO is won with backlink authority over years; GEO is won by presence and consistent description in the documents engines retrieve, plus quotability. The under-20% overlap between Google's top links and AI citations is why a young startup can win AI mentions long before it ranks.
There's no submission form for ChatGPT — there are only its sources. Get listed and consistently described in what it retrieves (AlternativeTo, SaaSHub, Crunchbase, Wikidata), make your homepage definition quotable, add schema, keep dates visible, and test the actual queries monthly.
Contested. Ten minutes of work, thin evidence of consumption by major engines, and some GEO tools dropped it from their 2025 checklists. We host one anyway — cheap lottery ticket, not a strategy.
Weeks to months. Listings must be crawled and absorbed into retrieval data before they surface in answers; IndexNow can compress the Bing/ChatGPT Search path to days. Publish your day-0 baseline and re-test monthly — ours is on this page.
Checklist drawn from the Launch Almanac GEO checklist (included in the kit) and applied to this site in June 2026. Directory claims verified against the Almanac database — 84 living channels checked June 10, 2026. Usage estimates ("12–18%", "<20% overlap") are published-study figures as of Q1 2026; we re-verify monthly.