What is AI visibility? A plain guide for founders
AI visibility is whether AI assistants name your product when buyers ask. What it means, how AEO and GEO fit, and what we measured across 152 companies.
Guides, journal posts and honest comparisons on getting a post-launch SaaS discovered, across AI search, traditional search, communities and directories.
Plain-English explainers on AI visibility, GEO and how discoverability actually works.
AI visibility is whether AI assistants name your product when buyers ask. What it means, how AEO and GEO fit, and what we measured across 152 companies.
Answer engine optimisation is being the answer an engine returns directly, not a link it ranks. Here is what AEO means and how it differs from SEO and GEO.
Generative engine optimisation (GEO) is getting your product named accurately inside AI answers from tools like ChatGPT and Perplexity. Here is how it works.
GEO optimises for a citable claim inside an AI answer. SEO optimises for a ranked URL. How they differ, where they overlap, and how to sequence them.
AI visibility is measurable. The metrics that matter, mention rate, citation rate, share of voice and sentiment, how to read them, and the benchmarks to hit.
A tour of the shapes an AI answer takes, the cited list, the AI Overview, the generative paragraph and the direct answer, and where your product shows up.
AI visibility for solo founders explained: why it matters when you build alone, what is realistic to do yourself, and a short prioritised starting path.
An agentic AI marketer runs the work of getting a SaaS product found, not just measured. Here is what that means and how it differs from monitoring tools.
Most lists name tools built for marketing teams. An honest guide to the AI marketing automation a solo SaaS founder actually needs, by the job each tool does.
A complete G2 profile is one of the strongest third-party signals that your product exists and does what it claims. Here is how to claim and complete it.
A complete, accurately categorised Capterra listing ranks for commercial queries your site cannot reach early, and helps AI assistants place you in a category.
Launch-day traffic fades in days. The durable, well-ranked Product Hunt page that keeps naming your product for months is the part that compounds. Here is how.
People arrive at AlternativeTo already searching for an alternative to a tool they know. A credible listing puts you in front of customers open to switching.
Crunchbase is a widely crawled company profile that AI answers reference for facts. Keeping its details in line with your site keeps your mentions coherent.
Wikidata is the structured knowledge base many machines read from. An accurate item with your name and category signals that you are a real entity. Here is how.
A LinkedIn company page is often the first external page about a company, heavily crawled. It anchors your name and category where customers and machines look.
A Google Business Profile feeds the knowledge panel that can appear for a brand search. It suits some business types more than others. Here is how to weigh it.
TrustRadius reviews skew longer and more specific, which makes them easy to quote for customers and AI answers. A few thorough reviews beat many one-liners.
SaaSHub is a software catalogue built around alternatives and comparisons. Low effort to claim, and one more page that describes you in your own category terms.
An honest roundup of AI search visibility tools for SaaS founders, grounded in what the leading AI search engines named when AfterLaunch asked.
The GEO tools a SaaS startup meets first, grounded in what ChatGPT, Gemini, Google AI Overviews and Perplexity named when AfterLaunch asked.
Profound is built for teams with a GEO owner. The honest alternatives for an early-stage SaaS founder, and what the engines named when AfterLaunch asked.
How to get a SaaS named in AI recommendations without hiring an agency: an honest ladder of what one founder can do alone, and what needs money.
How does a solo founder do marketing without hiring anyone? Five options compared honestly: a framework, a freelancer, an agency, a tool, an engine.
Run a check on your own site in under a minute. No account needed.
AfterLaunch fetches your site the way ChatGPT, Claude and Perplexity do, and scores what they can read, out of 100, with the top fix first. Free, no signup.
AfterLaunch checks whether your brand appears in the knowledge graphs AI assistants lean on, Wikidata and the Google Knowledge Graph, and what to do if it is not there yet. Free, no signup to run it.
AfterLaunch checks whether your site publishes an llms.txt file, the plain-text map written for AI crawlers. If you do not have one, it generates a ready-to-publish file on the spot. Free, no signup to run it.
How to get found on the specific surfaces where users decide what to use, one channel at a time.
How the LinkedIn feed decides who sees you, why a founder profile beats a dormant company page, what earns reach, and a cadence one busy person can keep.
How the X timeline surfaces posts, why replies and building in the open earn reach without a big following, and a cadence a solo founder can keep.
How Reddit communities actually work, why founder self-promotion backfires, and the patient, genuinely-helpful approach that earns real mentions and traffic.
How Product Hunt launch day actually works, what to prepare, what genuinely drives a good result, and what to do with the lasting discovery afterwards.
How ChatGPT decides which tools to name, why small products get left out, and the concrete things a founder can do to be named accurately.
How modern Google works for a tiny SaaS team: classic ranking plus AI Overviews, what actually moves the needle, and the few things to do first.
How the Hacker News front page ranking works, why most launches sink, and what gives a small, genuinely technical product a real chance with the audience.
Notes and honest post-mortems from building AfterLaunch, including using it on ourselves.
Reddit lost 86% of its ChatGPT citations in mid-August. On the same 3,183 buyer questions, Perplexity still cites it in 44.2%, Google AI Overviews in 30.7%.
170 SaaS and devtools domains checked in one day. 46% serve an llms.txt, the best-known names are at 84%, and of the 78 files found exactly one was thin.
Organic search still carries most of the traffic. A second discovery channel is growing fast alongside it, and it behaves differently.
11,552 AI search answers, one fixed YC cohort. Young companies are named in 6.4% of answers, YC's graduates in 36.7%, and 48 of 118 were never named once.
Ten funded startups, same questions as ten household names. Five were never named once. Median 0.8% against 83%, and the engines all agreed.
Nearly 600 AI answers about ten companies you know. The biggest name was named least, and the engines cited each company's own site 3% of the time.
Agents wire in hosting, databases and jobs in one command. Distribution never got that primitive. AfterLaunch is the growth layer an agent can wire in.
The agent submits a site and an email. One approval email, and nothing runs until the founder clicks it. The whole flow, and why it is approval-first.
AfterLaunch is the AI visibility tool for SaaS founders that does the work, not just watches. It briefs the work in your voice and proves what changed.
Ask ChatGPT for the best tool in your category and it names competitors, not you. Here is why AI search favours legible products, and how to close the gap.
Organic search shifted in 2026. CTR fell 61%, AI Overviews appear in 13% of queries, and only 17% of cited brands rank in the top 10. Here is what to do.
If AI engines never mention your product, customers researching there never find you. How to audit your visibility across the major assistants in minutes.
What actually works to get cited by ChatGPT, Perplexity, Claude and Google AI Overviews, and what wastes your time. A practical playbook for 2026.
A new SaaS is invisible because nothing on the web confirms it exists. How domain authority and entity recognition work, and how to build them from zero.
How to get found where SaaS users actually vet software: Reddit, Hacker News, G2 and Product Hunt. What compounds, and what gets you ignored.
An honest playbook for the first 100 users with no audience: where people actually look, how discoverability compounds, and why consistency beats launches.
AEO vs GEO vs SEO explained without the jargon: what each acronym optimises for, where they overlap, and a clear focus order for a pre-traction SaaS.
How to show up in ChatGPT, Claude, Gemini and Perplexity: a per-engine guide to how each one sources answers, why they disagree, and what to do.
A plain-English guide to generative engine optimisation (GEO): what it is, how it differs from SEO, and a prioritised playbook a solo founder can run.
How AfterLaunch compares to the alternatives, kept fair and at the category level.
AfterLaunch vs Profound: Profound monitors your AI search visibility. AfterLaunch works every surface and does the growth work. A fair comparison for founders.
AfterLaunch vs Otterly AI: Otterly monitors AI visibility. AfterLaunch works every surface and does the growth work. A fair comparison for solo SaaS founders.
AfterLaunch vs Okara: two always-on AI growth engines for founders. How they compare on grounding, approach and what each does best. An honest comparison.
AfterLaunch vs Ahrefs for post-launch SaaS founders: an SEO data instrument for search versus an always-on engine that works every surface and briefs the work.
AfterLaunch vs ReddGrow: ReddGrow builds your Reddit presence so AI engines cite you. AfterLaunch works every surface where users decide and does the work.
AfterLaunch vs hiring a growth marketer: an honest look at when to hire a person and when an always-on growth engine that does the work fits better.
Surfer SEO alternatives for post-launch SaaS founders with no content team: what the engines actually name, what each one is for, and where AfterLaunch fits.
Semrush alternatives for solo founders who need growth moves, not dashboards: what the engines name, what each one is for, and where AfterLaunch fits.
AfterLaunch vs Wellows: Wellows measures AI search visibility and drafts against it. AfterLaunch works every surface and briefs the next move.
AfterLaunch vs AEO Engine: AEO Engine is an agency on a retainer from $1,597 a month. AfterLaunch is a $149 a month engine. People against software.