LinkedIn shows you a feed. Your data export shows you the truth: who you actually know, and who you've let go quiet. Drop one file in and see it.
The idea behind this came from Logan Currie, who worked out how much your own LinkedIn export can tell you and published the whole method. She has more ways to use your data, with the exact prompts, on her page on LinkedIn Data Visualisations. Thanks, Logan.
The basic export. The first file usually lands in your inbox within minutes, and it has everything this report reads.
No unzipping needed. It's read on your device, in your browser. Your contacts and messages are never sent anywhere, including to us.
Finding clients in a niche, waking up old relationships, or growing your audience. The report grades your contacts around your goal.
Two ways to do this. Basic gets you a working report in minutes. Complete takes a day or two and also unlocks the two extra visualisations further down. Either file drops straight into the tool.
The report below shows example data so you can see the shape of it. Drop your own export on it and it swaps in your numbers. Pick a goal first if you know what you're after.
The report above needs your LinkedIn export. This half needs nothing. Open ChatGPT (or any AI assistant), run these two prompts, and read what comes back. It works whether you want you found or your company found.
I'm looking for someone who does [what you do] in [your area]. Who should I use? Name specific people, not general advice.
What can you tell me about [your name]? Include what they do, fees if known, and where your information comes from.
Not in the first answer? Second answer thin, or wrong? That's the gap. The answer an AI gives is assembled from your site, your reviews, your directory profiles and your LinkedIn — and the audit works out which of those inputs is broken.
Twenty years in search, the last seven running SEO in-house at an agency; ten years in PPC and paid media, with hands-on UK property experience and an active investor network. This tool runs on your device because that's how I'd want my own data handled.
No charge for this, now or later. If it turned up someone worth a call, the nicest way to say thanks is to pass it on to someone who'd get something out of it.
A share is worth a lot to us. Send it to someone with a network they're not using.
The report just showed you how long your network has been quiet. When a JV partner, a client or a mentor checks you out — by hand, or by asking an AI assistant — there should be substance there, and it should say what you want it to say. The personal AI Visibility Audit shows what comes back today, then hands you the plan: profile, posting, and AI search. Fixed fee, £250–£500.