Free AEO audit: Is your B2B SaaS website visible to AI engines?

What is AEO and how does it differ from SEO?

AEO stands for Answer Engine Optimization. It is the practice of structuring website content so AI-powered answer engines can extract, cite, and surface it when buyers are researching.

SEO is about ranking in traditional search results. AEO is about being the source AI pulls from when a decision-maker types a question into ChatGPT or Perplexity. The mechanics are different, and a page can rank well on Google while being completely invisible to AI engines.

Webflow's own 2026 AEO framework describes it plainly: AI interfaces encourage fundamentally different behavior than traditional search. Instead of short queries, users ask full questions and expect synthesized responses. In that environment, AI systems pull from multiple sources, weigh authority, and construct answers dynamically. Ranking first matters less than being clear, consistent, and structurally reliable.

Over 40% of searches now involve AI-powered answer engines. That share is growing. If your site is not structured for it, a rapidly expanding portion of your potential buyers will form opinions about your category without ever seeing your content.

Why most B2B SaaS websites are not AEO-ready

The typical SaaS marketing site is built around one mental model: attract traffic via SEO, convert that traffic via design and copy. It was optimized for a world where the buyer clicks through to your site and decides there.

That decision moment has moved. Buyers are forming opinions before they reach your site, in the AI response itself. The brands that show up in those answers are not necessarily the ones that built the best product. They are the ones that built the most extractable, structurally reliable website.

The failures are predictable. Value propositions written as slogans instead of direct statements. Content sections that set up context before delivering an answer, so AI engines skip them entirely. Brand names used inconsistently across pages, which undermines the engine's confidence in citing the source. No JSON-LD schema markup. Missing or thin meta descriptions. AI crawlers blocked by robots.txt configurations that were never intended to block them. No llms.txt file, which is an emerging standard that guides AI crawlers toward a site's most relevant content.

Webflow launched a dedicated AEO product in April 2026, Webflow AEO, precisely because most enterprise teams understand the problem but lack the tooling to execute on it. Their CPO Rachel Wolan described the gap directly: "Most teams know AEO matters, but the problem is they can't execute on it fast enough because their tools weren't built for it."

For most B2B SaaS teams, the gap is not awareness. It is knowing which specific issues on their site are costing them visibility, and which fix moves the needle first.

What our AEO assessment actually audits across your site

Our free AEO audit covers 12 points across five dimensions. Each one maps to a real failure pattern we see consistently on B2B SaaS websites.

Content

• Clarity of value proposition: does your site state clearly what you do, who you do it for, and why it matters, in language an AI engine can extract and cite directly?
• Extractability for AI engines: is your content structured so AI systems can parse discrete, confident answers from it, or is it written in a way that requires human context to interpret?
• Answer-first content structure: do sections open with the direct answer, or do they build context before delivering the point?

Authority

• Brand and entity consistency: are your company name, product names, and category language used uniformly across the site? AI engines build confidence in a source through consistency, not variety.

Technical

• JSON-LD schema markup: does your site carry structured data that tells AI engines what type of content they are reading?
• Meta description and Open Graph tags: are these present, accurate, and written in a way that helps engines understand the page's content?
• llms.txt standard presence: does your site have an llms.txt file guiding AI crawlers toward your most relevant content?
• AI crawler access via robots.txt: are AI bots actually permitted to crawl your site, or are they being blocked unintentionally?

Analysis

• Three key strengths identified: what is already working and worth protecting.
• Three key weaknesses identified: the specific gaps most likely to be costing you AI visibility.

Action

• Highest-impact fix to make first: not a list of ten things. One prioritized recommendation based on your site's actual state.
• Score across five AEO dimensions: a clear, benchmarked view of where your site stands today.

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What the gap costs in practice

When we rebuilt the site for Pencil, a creative AI platform, AEO was embedded as standard from the start: structured content, schema markup, answer-first hierarchy, and verified AI crawler access. The result was a +522% increase in LLM-referred traffic and +155% growth in organic search sessions.

We saw the same pattern on our own site. After rebuilding noco.agency with AEO built into the architecture, AI-referred traffic increased by over 300% within the first two months. The share of new visits arriving directly from AI engines, zero clicks through traditional search, went from negligible to a consistent and growing portion of our monthly traffic. The structural work is the same work we apply to every site we deliver.

AEO is now a platform-level priority

Webflow launched Webflow AEO in private beta in April 2026: a closed-loop agentic solution that measures AI search visibility, surfaces prioritized recommendations, and ships improvements at scale inside the platform. Their built-in Audit panel now checks for schema markup, meta descriptions, alt text, and AEO-specific issues across every page. Every Webflow site auto-generates semantic HTML, schema markup, and llms.txt files out of the box.

That investment signals where the market is heading. AEO is not an advanced tactic for enterprise teams with dedicated growth engineers. It is becoming baseline infrastructure for any B2B website that expects to be discoverable.

As a Webflow Premium Partner Enterprise and official Framer partner, we build AEO in as standard on every site we deliver. Not as an add-on. Not as a post-launch optimization pass. It is part of the architecture from day one.

Find out where your site stands

The audit covers all 12 points above, identifies your three strengths, three weaknesses, and your single highest-impact fix. You submit your URL, and the scored report comes back by email.

It takes less than a minute to submit. The insight it surfaces is the same diagnostic framework we apply at the start of every engagement:

At Noco we love to share our learnings, like we frequently do in our podcast called 20 MINUTES by Noco. Check out our recent AEO episode below:
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