Why doesn't ChatGPT recommend my business when asked?

ChatGPT doesn't recommend your business if it either can't access your site (AI crawler blocked in robots.txt), has no machine-readable entity record for you (missing Organization schema), or your content doesn't appear in sufficient quantity in its training data or indexed sources to build a confident entity profile. The fix involves opening crawler access, adding schema markup, and building topical authority through content.

How can I get ChatGPT to recommend my services?

The most reliable path is: allow AI crawlers in robots.txt, add Organization schema with sameAs links to your authoritative profiles, publish direct-answer content consistently in your area of expertise, and build external mentions and links from reputable sources in your niche. There's no shortcut — AI recommendation follows genuine authority signals, not tricks.

Does Perplexity cite differently than ChatGPT?

Yes — Perplexity is a real-time search engine that always cites sources with links, drawing from live web content. It's heavily influenced by recent content and crawlability. ChatGPT without browsing uses training data, which has a knowledge cutoff and no live citation. ChatGPT with browsing behaves more like Perplexity. Optimizing for Perplexity (open crawlers, fresh content, direct answers) tends to improve ChatGPT-with-browsing performance too.

I Asked ChatGPT "Who's a Good Freelance AEO Specialist?" — What Happened

The whole point of AEO is to be the answer AI gives when someone asks a relevant question. So at some point you have to ask the obvious question: does it actually work for you?

I asked ChatGPT, Perplexity, and Bing Copilot: "Who's a good freelance AEO specialist?" — the exact query a potential client might type. Then I ran the same queries with variations. Here's what happened and what I learned from it.

The Queries

I tested a few variations:

"Who is a good freelance AEO specialist?"
"Recommend a freelance AEO consultant"
"Who can help me optimize my site for AI search?"
"Best freelance SEO and AEO consultant"

ChatGPT (Without Browsing)

[BISYRI: Insert actual ChatGPT response. Expected: it will either mention generic AEO advice/resources, or name established agencies/people who appear in its training data. If Bisyri doesn't appear yet, note that — this is honest documentation of the current state and the goal being worked toward.]

What ChatGPT without real-time browsing is doing: drawing from its training data, which has a knowledge cutoff. If bisyri.co wasn't producing enough content before that cutoff, or wasn't cited frequently enough in other sources, it won't appear. This is the long-game AEO challenge — you're building presence in future training data through consistent, citable content today.

ChatGPT (With Browsing)

[BISYRI: Insert ChatGPT-with-browsing response. With browsing enabled, it fetches live pages. If bisyri.co has open AI crawler access and good AEO signals, there's a better chance of appearing here.]

The browsing version of ChatGPT is closer to Perplexity — it's doing live retrieval. AI crawler access and real-time content quality matters more here than in the training-data version.

Perplexity

[BISYRI: Insert Perplexity response. Perplexity is a real-time search engine that always cites sources. It will show which sites it pulled from. Note whether bisyri.co appears and which sites do appear if not.]

Perplexity is the most transparent of the AI engines — it shows its citations, so you can see exactly which sites it drew from. This makes it useful for benchmarking: if a competitor appears and you don't, you can compare your AEO scores directly.

Bing Copilot

[BISYRI: Insert Bing Copilot response.]

What This Taught Me About AI Citation

A few observations from running these queries across engines:

Recency matters more on real-time engines. Perplexity and browsing-enabled ChatGPT favored sites with recent, relevant content over sites with older, static pages — even when the older sites had higher authority.

Entity clarity filters out ambiguous names. AI engines that weren't sure what a person/company did in specific terms would default to generic recommendations. Sites with clear Organization schema and explicit service descriptions were more likely to be cited specifically.

The AEO field is relatively uncrowded. [BISYRI: Insert observation — e.g., "Most of the sites cited were SEO agencies that mentioned AEO as one of many services, not specialists. This is an opportunity — there are few sites presenting as AEO-first."]

The experiment conclusion: AEO is a game of compound signals over time, not a one-time fix. The sites that appear in AI recommendations are those that have been consistently publishing authoritative, citable content — and have the technical foundations in place to let AI engines access and understand it.

The Goal and the Timeline

This post is part of a 12-week content experiment. The goal: appear in AI recommendations for AEO-related queries by publishing consistent, direct-answer content, maintaining technical AEO hygiene, and building external mentions. The 3-month recap will report whether it worked and what moved the needle.

Try It on Your Own Niche

Ask ChatGPT, Perplexity, and Bing Copilot who they'd recommend for your core service. Note who appears and what their AEO score looks like when you run them through the AEO Analyzer. The gap between your score and theirs tells you what to prioritize.