The chatbot is describing your brand from Reddit, not your homepage

Here is where we are. When a shopper asks a chatbot about your product, the answer is not coming from your carefully worded homepage. It is coming from Wikipedia, Reddit threads, old reviews, and analyst write-ups the model stitched together. You wrote the copy. The machine ignored it.

A Seattle startup called Optimly is betting that gap is a business. Let me catch you up on what changed and what you should do about it.

The homepage nobody's model reads

AI models mostly do not learn about your brand from your own site. They read everything else and blend it into whatever the chatbot tells a customer. "Shoppers used to Google, now they ask AI," said Optimly founder Apurva Luty in her pitch.

That means your brand narrative is now a synthesis of strangers. If Reddit thinks your onboarding is confusing, that is the answer a buyer gets, no matter how clean your landing page looks. Your marketing site was built for humans scanning a screen. The first reader now is a bot parsing text.

Somebody is building the index

Optimly built a free, public directory that AI agents can pull from. It has scored about 60,000 brands, with more than 24,000 live and searchable. The paid layer, called BrandVault, lets a company verify it owns the name and rewrite its entry in plain, factual language a bot can parse. Then Optimly watches how the AI describes you and flags what to fix. Plans run $100 to $799 a month.

The demand signal is real. When Optimly put up a test index of 200 brands, agents swarmed it. OpenAI alone sent three kinds of bots, Luty said: one for training, one building its own index, one pulling live answers. The index now gets about 11,000 agent requests a week, up from 4,000 a few weeks earlier. Anthropic's Claude started pulling from it too.

A category, not a fad

This has a name already: GEO, or generative-engine optimization, sometimes AEO for answer-engine optimization. Think SEO, but the audience is a model instead of a search page. The old work aimed at ranking links. The new work aims at what the machine actually says about you in a sentence.

Most tools in this space stop at telling you to publish more content, Luty said. That is a familiar trap. More blog posts do not prove anything moved. Optimly's harder promise is to tie a specific fix to a specific change in the answer, using A/B tests. The company says chatbots have already cited its data in live answers. Whether the fixes hold up under measurement is the open question.

Garbage in still means garbage out

Before you buy anything, look at your own data. Models are only as good as what they can read, and MIT Technology Review Insights notes that Gartner expects companies to abandon 60% of AI projects through 2026 if they lack AI-ready data. The same logic points outward. If the public record about your brand is thin or wrong, no index entry fixes the source.

So this is two jobs, not one. Clean up the facts the web holds about you, and clean up the structured version a bot can grab fast. "Minimum context, correct and current data, and machine-readable information are critical," said Elastic CIO Adnan Adil in that piece. Same advice, pointed at your brand instead of your data lake.

The deep cut

You do not have to buy Optimly to act on this. The useful move is to test what the chatbots say about you right now. Ask ChatGPT and Claude to describe your product, your pricing, and your closest competitor. Write down what they get wrong. That list is your real GEO backlog, and it costs nothing to make.

Assign it to someone. This is not a side task for the SEO contractor. It sits between brand, product marketing, and content, and it needs an owner who can push corrections into the sources models actually read, then check again in a month. Whoever owns your brand narrative for humans now owns it for machines.

Three questions for your team

1. When we ask three chatbots to describe our product and pricing, what do they get wrong, and who is fixing each item?
2. Who owns how AI describes our brand, and is it a named person or nobody?
3. If we pay for a GEO tool, can it prove a specific fix changed a specific answer, or is it just telling us to publish more?