How to Audit Your Visibility Gap: What AI Assistants, Google, and Journalists Actually Find When They Search Your Name

Why Most Founders Have No Idea What Others Actually Find

There is a version of you that exists in search results, AI assistant responses, and journalist databases. You did not write it. You probably have not checked it in six months. And it is quietly costing you introductions, press coverage, and deal flow you will never know you missed.

The visibility audit described here takes roughly three hours spread across one week. It does not require a PR agency or a specialist tool subscription. It requires a browser, two or three AI assistants, and a willingness to see yourself the way a skeptical outsider does. Do it once properly and you will know exactly where to spend the next quarter's energy.

Step 1: The Google SERP Audit (45 Minutes)

Open an incognito browser tab so your own search history does not pollute the results. Run each of the following searches and record what appears on page one for each:

• Your full name only — note the first five URLs and what they say about you.
• Your full name + your company name — this is the check journalists run after an introduction.
• Your full name + your sector or topic (e.g., "Jane Doe SaaS pricing") — this surfaces whether you own a point of view anywhere.
• Your company name alone — check whether your own site ranks first, or whether a review platform, a competitor, or a directory owns the top slot.
• Your company name + "founder" or "CEO" — this is how a potential investor or partner tries to put a face to the brand.

For each result, score it on three dimensions: accuracy (is the information correct?), recency (is it from the last 18 months?), and positioning (does it reflect what you want to be known for today, or a version of you from three roles ago?). A simple spreadsheet with five columns—URL, accuracy score 1–3, recency score 1–3, positioning score 1–3, and action required—is enough. You are looking for patterns, not perfection.

The most common finding at this stage is the void: nothing meaningful on page one except a LinkedIn profile you last updated two years ago and a company homepage that does not mention you by name. The second most common finding is stale positioning: accurate but outdated results that describe what you used to do, not what you are building now.

Step 2: The AI Assistant Citation Audit (60 Minutes)

AI assistants—ChatGPT, Perplexity, Claude, Gemini—are now a primary research tool for journalists, investors, and potential partners. When someone asks "Who are the leading voices on [your topic]?" or "What do people say about [your company]?", the assistant synthesizes whatever it has been trained on or can retrieve. If you are not in that synthesis, you do not exist for that user at that moment.

Run the following prompts, one at a time, in ChatGPT (GPT-4o with browsing on), Perplexity, and one other assistant of your choice. Record the outputs verbatim in your spreadsheet.

• "Who are the most cited founders or executives working on [your specific topic or sector]?"
• "What has [your full name] said or written about [your core topic]?"
• "Tell me about [your company name] — what problem does it solve and who leads it?"
• "What publications or podcasts cover [your sector] most frequently, and who do they typically feature?"

You are diagnosing three failure modes. Absence: you do not appear at all, which means you have produced no crawlable, citeable content in this space. Hallucination: the assistant invents details—a role you never held, a funding round that did not happen, a quote you never gave. This is reputationally dangerous and is almost always caused by thin or contradictory source material online. Stale synthesis: the assistant accurately describes you as you were 18 months ago, because your most recent public-facing content is 18 months old.

Perplexity is particularly useful here because it shows its citations. When it describes you or your company, click through to see which URLs it is drawing from. Those source URLs are your actual visibility infrastructure. If the only sources Perplexity cites are your own website and one LinkedIn post, your earned media footprint is functionally zero from an AI-citation standpoint.

Step 3: The Journalist-Facing Audit (30 Minutes)

Journalists do not search for you the way investors do. They are under time pressure and they search for sources, not brands. They are typically looking for: an expert who has said something quotable on a specific topic, someone whose LinkedIn or author profile confirms they are the right seniority, and evidence that this person has been quoted or published before (social proof that they are a reliable source).

Run these searches as a journalist would:

• Search Google News for your full name. How many results appear in the last 12 months? Zero is a serious signal.
• Search for your name on Muck Rack or Qwoted if you have access. These are tools journalists actively use to find sources. If you have no profile or your profile is empty, you are invisible to their primary sourcing workflow.
• Search Twitter/X and LinkedIn for your name filtered to the last 30 days. What does a journalist see if they try to verify that you are active and worth contacting?
• Search for "[your topic] expert" or "[your topic] founder" on Google News. Who appears? Those are the people taking the press opportunities you are not getting.

The journalist audit often reveals the harshest gap: founders who have real expertise and genuine opinions are completely absent from the surfaces journalists use to find sources, while less qualified people with a consistent media presence own those placements by default.

Step 4: Synthesize Into a Prioritized Fix List

You now have data across three channels. Consolidate it into a single ranked action list using this triage logic:

• Priority 1 — Fix wrong information first. Hallucinated or factually incorrect information in AI responses or outdated bios on third-party sites causes active harm. Correct your LinkedIn, Wikipedia if applicable, Crunchbase, and any directory profiles that rank on page one. This takes a few hours and has an immediate effect on AI citation accuracy over the following weeks as crawlers update.
• Priority 2 — Create one substantial, citeable piece of content. If you are absent from AI responses entirely, the fastest fix is a single long-form article (1,500+ words) published on a domain with real authority—a trade publication, a Substack with distribution, or a well-indexed personal site—that takes a specific, arguable position on your topic. Generic thought leadership does not get cited. Specific claims and frameworks do.
• Priority 3 — Get quoted once in a relevant outlet. A single byline or expert quote in a sector-relevant publication changes your journalist-facing audit results faster than almost anything else. Use HARO alternatives (Qwoted, Connectively, or direct journalist pitches via Twitter/X) to find one request you can answer this week with a specific, concise response.
• Priority 4 — Align your LinkedIn and bio language with how you want AI assistants to describe you. AI assistants heavily weight your LinkedIn About section, your company LinkedIn description, and your website bio because these are structured, frequently crawled, and high-authority for your own name. If those surfaces describe you in vague or outdated terms, the assistants will synthesize vague and outdated answers.

What This Audit Tells You That a Vanity Google Search Does Not

Searching your own name from your own browser, logged in, on a device where you have visited your own site a hundred times, tells you almost nothing useful. Google has personalized your results so heavily that what you see bears little resemblance to what a first-time searcher finds. The incognito protocol, the AI assistant prompts, and the journalist-channel checks collectively show you the cold-start experience—what someone discovers when they have never heard of you and are deciding whether you are worth their time.

The visibility gap for most founders is not about obscurity in a general sense. It is about specific, fixable absences on the exact surfaces that matter to the specific people they want to reach. The audit makes those absences visible, names them, and makes the fix list short enough to act on before the week is out.