The Watchlist: monthly AI visibility scoreboard for your category | GlowCite
GlowCite · The Watchlist

Know who's winning your category in AI search. Every month.

Buyers ask Perplexity, ChatGPT and Gemini which tool to buy. The Watchlist measures who those engines actually name in your category, which pages they're quoting to decide it, and what moved since last month.

28 of 43
legal vendors never named once
3
engines, 3 repeats each
12
checks per vendor, monthly
The Watchlist
Legal practice management software · Issue 01
Your row
0 / 12
The category this month
1Clio12/12stable
2Smokeball11–12/12noisy
3PracticePanther10–11/12noisy
4Filevine9–11/12noisy
5CARET Legal9–10/12noisy

Most vendors in a category are invisible, and they don't know it

We measured 43 legal practice management vendors across three engines. 4 phrasings, 3 engines, 3 repeats, 12 checks per vendor.

28 of the 43 were never named once. Not ranked low. Never named.

Clio came back in all 12 of its checks, in every repeat. So the engines aren't refusing to answer. They're answering, confidently, with somebody else.

That's what the Watchlist tracks, on a schedule, for your category.

What's actually in the report

Six sections. It's a scoreboard for your category, not a dashboard about you.

  1. Your row. Your score out of 12, whether it reproduced across repeats, and the change since last month.
  2. The leaderboard. Which vendors the engines actually name, with a confidence flag on each so you know what's real and what's noise.
  3. Who moved. The diff since the last issue. Every entrance, exit and swing.
  4. The source map. The pages the engines quote to answer "best [your category]." This is the part people don't expect and it's why the report is worth paying for.
  5. Who owns those sources. Which of them are competitor-controlled, which are third-party, which are open to you.
  6. What changed in the source map. New pages the engines started trusting, and the ones they dropped.

Sections 4 and 5 are the reason this isn't a monitoring tool. A score tells you there's a problem. The source map is the list of pages that decide the category, and it's a to-do list for whoever owns your content.

Here's a real page of it

From the legal practice management issue. The 5 pages the engines quoted most when asked which tool to buy:

Top cited sources for "best legal practice management software," across 36 engine responses.
Page Cited Who owns it
referent.law 38× Independent
learn.g2.com 33× Independent
youtube.com 33× Independent
quickbase.com 29× Quickbase, a competitor
counselstack.io 27× Independent

4 of the top 5 aren't vendor sites at all. The other belongs to Quickbase, who figured that out first. If you're a legal software company and you're on none of these pages, that isn't a ranking problem. It's the reason the engines have nothing to say about you.

We publish the whole thing

The legal category study is public, with the exact queries, the full vendor table and the raw dataset. You can read your own row before you pay us anything.

That's the standard for every category we measure. Same queries, same three engines, same three repeats, published.

Two things worth saying up front

The Watchlist isn't exclusive. Anyone in your category can subscribe, and everybody gets the same numbers from the same run. That's the point. It's a category scoreboard, so it has to be the same scoreboard for everyone.

The retainer is. We take one client per category for the work that actually moves the number, because you genuinely can't optimize two competitors for the same query. If a subscriber's score starts climbing, that's why, and you'll see it in your own copy of the report.

We'd rather you knew that on day one than worked it out in month four.

One price, one product

Monthly
$249
per month
  • One category report, every month
  • Cancel any time
  • Your domain is set at checkout
Start monthly
Annual
$2,490
per year

Two months free

  • Everything in monthly
  • No renewal decision for a year
  • Saves $498
Start annual

Cancel any time from the receipt Stripe sends you. If we can't measure your category, we refund you and say so. No tiers, no seats, no setup fee.

What this doesn't do

The Watchlist measures. It doesn't move the number.

It'll tell you every month exactly where you stand, who's ahead of you and which pages are deciding it. Acting on that is separate work: the schema, the structured data, the citations and the placements on the pages that turned out to matter. We do that too, as a retainer, for one company per category.

Plenty of subscribers will take the report and hand it to their own team. That's a completely fine outcome and the report is built to be usable that way.

Questions

Is my category already measured?

The published one right now is legal practice management software. If yours isn't measured yet, subscribe and tell us your category at checkout. Measuring a new category takes about a week, and your first issue is the one that establishes the baseline. If we can't measure your category, we'll refund you and say so.

How do you measure it?

Four phrasings of the buying question, put to Perplexity, ChatGPT and Gemini, 3 times each. That's 12 checks per vendor and 36 engine responses per category. Anything that doesn't reproduce across all 3 repeats gets flagged as noisy instead of reported as a number. The full method is on every study page.

Why 3 repeats?

Because these engines don't give the same answer twice. A single check is a screenshot, not a measurement. Repeating it is what separates a real zero from a bad afternoon, and it's why we can tell you which scores to trust.

Can I cancel?

Yes, any time, from the receipt Stripe sends you. Annual plans run to the end of the term.

What do I get, and when?

One report per category, emailed monthly. Legal ships on the 15th. New categories ship on the 15th after your first measurement lands.

Do you sell this to my competitors?

Yes, and they get identical numbers. The retainer is the exclusive part.

Who's behind it?

GlowCite, a DBA of Metanoia, LLC in Georgia. Wes Garrett runs the measurements and writes every issue. You can reply to any of them and get him.

Find out what the engines say when you're not in the room

$249/mo, or $2,490/yr and two months are on us.

Not ready? Read the legal study first. Your row might already be in it.