Started: March 2026 · Updated: Weekly · Status: In Progress
Most case studies publish after the results are in. They lead with a big number, walk through the strategy, and make it look inevitable in hindsight.
This isn't that.
This is the live version — updated week by week as we build FlowIntent's own AI visibility from scratch using the same platform we sell. No retrospective polish. No hiding the things that didn't work. If you're building AEO for a new site in 2026, this is the actual playbook — as we're running it.
The Starting Point
FlowIntent launched in 2024. The product works — 2,847 audits run, 89% average citation increase across client accounts, 127 agencies using the platform.
But here's the thing: we were so focused on building and selling that we neglected our own AI presence. A builder who lives in a house with bad plumbing. We were showing up for clients in Perplexity and ChatGPT. We weren't showing up for ourselves.
Run the FlowIntent audit on flowintent.com as of March 2026 and here's what you find:
- AI visibility score: Baseline being established week 1
- Citation sources: Not yet appearing as a cited source in our core category queries
- Competitor gap: Tools like Rankshift, Rankvision, and betterAEO appear in AI answers to "best AEO tools" — we don't
- Hallucination risk: AI engines have limited accurate information about FlowIntent's features and pricing — creating a knowledge gap that could lead to misrepresentation
That's the starting point. Uncomfortable to say, but that's the point of doing this in public.
What We Identified
Running FlowIntent's own audit on flowintent.com surfaced three problems:
1. Zero Topical Authority Content
We had a homepage, a few service pages, and no published content that AI engines could cite. AI systems cite sources that demonstrate topical depth — blog posts, guides, comparisons. We had none.
2. No Citation Surface Area
AI engines learn about brands from what they can find and verify. Our only web footprint was our own domain. No third-party coverage, no mentions in industry content, no presence in the places AI trusts (Reddit, industry publications, comparison sites).
3. A Comparison-Page Gap
When someone asks Perplexity "what's the best AEO tool" — the answer draws from comparison pages and review sites. We weren't on any of them. Competitors with weaker products were being recommended because they had comparison page coverage and we didn't.
The Strategy (And Why We're Doing It This Way)
There are two ways to build AI visibility for a new site. The slow way is to wait until you have enough traffic and links that you naturally start appearing in AI answers. The fast way is to create the content and citation surface that AI engines need to know about you, then accelerate the signal amplification.
We're doing the fast way. Here's the actual plan:
Week 1-2: Foundation
- Publish the comparison page (the one you can find at /comparisons/best-aeo-tools/)
- Run our own AI audit to establish the baseline score and document which prompts we appear in (currently: zero)
- Identify the 10 buyer-intent prompts we want to appear in (e.g. "best AEO tool", "FlowIntent vs Rankshift", "how to improve AI visibility")
Week 3-4: Content Surface
- Publish 3 "answer asset" pieces — structured specifically to answer the questions AI engines pull from. These aren't blog posts written for humans first; they're written for the question structure that Perplexity and ChatGPT pull from
- Internal link structure: every new piece links to the comparison page, the comparison page links to every new piece
- Schema markup on all pages: Article, FAQPage, Organization — so AI crawlers can parse us reliably
Week 5-8: Citation Building (The Part Most People Skip)
- Reach out to every new AEO tool we included in the comparison page. Offer to write an accurate FlowIntent section for their comparison page in exchange for inclusion. This is the SEO-staple "get on competitor comparison pages" tactic — with a twist: we offer to write the section for them, saving them research time. New sites almost always say yes.
- Identify 3-5 industry publications covering the AEO/AI search space and pitch a contributed piece or data partnership
- Monitor which prompts we start appearing in, weekly
Week 9-12: Measure and Double Down
- By week 12, we expect to appear in at least 5 of our 10 target prompts
- We'll identify which content pieces are generating citations and publish variants on adjacent topics
- The comparison page becomes a recurring link target as we reach out to new tools entering the space
What We Tried First That Didn't Work
This section will grow as we run the experiment — updated weekly
Attempt 1: Relying on Product Reputation Alone
The assumption was that 2,847 audits and 127 agencies would eventually translate into organic AI mentions. It didn't. AI engines don't know about internal product metrics — they know about what's published and indexed. Having a great product with no published signal is invisible.
Attempt 2: Schema Markup Without Content
We added Organization and WebSite schema to the homepage before publishing any supporting content. The audit still showed minimal AI recognition. Schema amplifies content signals — it doesn't create them.
Current Results (Week 1)
Baseline established March 13, 2026
- Target prompts with FlowIntent appearing: 0 / 10
- Indexed content pieces: 1 (comparison page — published this week)
- Third-party citation sources: 0
- Competitor comparison pages featuring us: 0
- Outreach emails sent to new AEO tools: 0 (starting week 2)
This is the honest version. Zero is the number. The interesting update is in 4 weeks.
What This Means For You
If you're launching a new site in the AEO/SEO space (or any space where AI search matters for lead gen), here's the transferable insight:
AI visibility is not a monitoring problem — it's a content and citation surface problem. Most teams buy a monitoring tool, see they're invisible, and don't know what to do next. The answer is almost always the same: you need structured content that AI can cite, and you need third-party sources that mention you.
The comparison page tactic is underused and surprisingly effective for new sites. Reaching out to peers in your space and offering to write your own entry on their comparison page costs you 30 minutes and potentially earns you a contextual backlink, a citation source for AI, and a new professional relationship. New sites in particular are almost always receptive because they want comprehensive comparison pages but lack the research resources.
The internal linking structure matters more than most people realise for AEO. AI engines follow citation patterns the same way PageRank follows links. A page that multiple pieces of content point toward is a page that AI treats as authoritative.
We'll keep updating this. Check back in 4 weeks.
Follow Along
This case study updates every week. Subscribe to get the weekly update → flowintent.com/subscribe
Or run the same audit on your own site and see where you stand today: flowintent.com/audit (free, 60 seconds, no signup)
Written by Liam Wilson · flowintent.com · Last updated March 13, 2026
Related: AEO tool comparison: FlowIntent vs 7 competitors (/comparisons/best-aeo-tools/) · What is AEO? (/blog/what-is-aeo/) · EEAT explained (/blog/eeat-guide/)