Missing from ChatGPT.
Recommended in 15 days.

Layerpath used MentionX to see why AI left it out of buyer answers, updated four pages, and two weeks later ChatGPT was recommending it to SaaS teams looking for a Scribe alternative.

Company
Product education software
Based in
San Francisco and Chennai
Backed by
a16z Speedrun, LAUNCH
Measured on
ChatGPT
Layerpath pages ChatGPT cites
20

up from 3 before the first scan

Share of ChatGPT’s citations
16%

doubled from 8%, the most of any brand

Citations of Layerpath pages
34

up from 4 in the same answers

01The same question, two weeks apart

Watch the answer change.

“What are the best Scribe alternatives for teams that need both step-by-step guides and videos?”

ChatGPT26 Oct
  1. Trainn
  2. Guidde
  3. Floik
  4. Tango
  5. Iorad

Layerpath is not in the answer. No Layerpath page is cited.

ChatGPT10 Nov
  1. Guidde
  2. Clueso
  3. Glitter AI
  4. Trupeer
  5. LayerpathNew in the answer

    “Best for: SaaS teams creating customer-facing tutorials and product walkthroughs.”

  6. Tango

Also one of ChatGPT’s two picks for SaaS product teams, citing Layerpath’s Scribe alternatives and Tango alternatives pages.

02About Layerpath

Capture a workflow once. Get a walkthrough, a guide and a video.

Layerpath is a software walkthrough and training platform. When the product changes, the team edits only the steps that changed, so nothing is recorded twice.

Founded in 2024 by Vinay Chandrasekaran, Layerpath is headquartered in San Francisco with a team in Chennai. The Layerpath Agent builds and edits walkthroughs from inside ChatGPT, Claude and Slack, with translation and voiceover in 34 languages.

Its buyers are teams that explain software again and again. Those buyers now ask AI which tool to use.

03The challenge

Known by name. Missing from the shortlist.

298 answers, six AI engines, 26 OctChatGPTChatGPTGeminiPerplexityGoogle AI ModeMicrosoft CopilotDeepSeek
72 / 72

answers named Layerpath when the buyer asked about it by name.

13 / 226

answers named Layerpath when the buyer asked for the best tool, an alternative or a how-to.

92 and 80 answers

named Supademo and Loom. Competitors owned the open questions.

53 pages cited

AI was reading Layerpath’s site. It was not choosing Layerpath.

0 of 60 how-to answers

named Layerpath, and some answers had no clear facts on its pricing.

04From scan to plan

298 answers became one to-do list.

The MentionX Action Board produced more than 50 actions, each tied to the buyer questions it would win and the page it would change. Layerpath connected MentionX to its own AI assistant the same day.

A

Make existing pages quotable

Comparison pages that ranked first on Google while AI skipped them.

B

Publish the missing buyer’s guides

Questions where AI had no Layerpath page to draw on.

C

Win the head-to-head questions

Supademo, Loom and Descript were the names AI gave for alternatives.

D

Correct the record

The claims AI repeated about Layerpath, starting with pricing.

05What Layerpath did

Four pages.
Eight days.

  1. 26 OctFirst MentionX scanMentionX connected to the team’s AI assistant through the MCP connector.
  2. 28 OctScribe alternatives pageReorganised by what the buyer needs.
  3. 28 OctWalkthrough software buyer’s guideUpdated with checked prices.
  4. 31 Oct“What is Layerpath?” pageOne reference page of facts for people and AI.
  5. 3 NovTango alternatives pageFresh prices and reviews.
Why AI can quote these pages
The answer comes first

A “30-second answer” gives a pick for each goal before any detail.

Sorted by the job

Static guides, video, interactive demos and upkeep each get a section. No ranking.

Every claim is checkable

Prices carry the date they were checked.

“Choose when”, “skip it if”

Every tool gets both, including Layerpath.

It says when not to buy

Readers with stable, one-off guides are told to stay with Scribe.

It ends on buyer questions

FAQs on free options, video, maintenance and price.

06The results

ChatGPT now builds its answers on Layerpath’s pages.

26 Oct to 10 Nov
Pages cited3 → 20
Citations4 → 34
Share of citations8% → 16%
Most-cited sources, 10 Nov
Layerpath34
Guidde20
Navattic8
Storylane7

AI now knows the pricing

On 26 October some answers had no clear facts on Layerpath’s plans. On 10 November ChatGPT set Layerpath’s and Scribe’s plans side by side, with Layerpath’s pricing page as its source.

ChatGPT frames the choice Layerpath’s way

Scribe for quick internal SOPs. Layerpath when one workflow has to become a walkthrough, a guide and a video, and for customer education and onboarding.

We could see where we ranked on Google. The harder part was figuring out how often AI recommended us, what it said about us, and which social sources showed up in those answers. MentionX puts all of that in one row for the same buyer question, so we can see where we rank and how AI frames our brand at a glance.
Vinay ChandrasekaranFounder, Layerpath
07What other teams can take from this
  1. 01Test the questions that don’t name you.Layerpath scored 72 of 72 when buyers asked by name. The gap only showed when they didn’t.
  2. 02Being cited is not being chosen.AI was reading 53 Layerpath pages and still leaving Layerpath off the shortlist.
  3. 03Fix what you have before writing more.Layerpath updated four existing pages. It did not launch a new content programme.
  4. 04Say who you are not for.The page ChatGPT cites is the one that tells some readers to stay with Scribe.
  5. 05Give AI one page of facts.A single reference page gave AI the pricing facts it was missing about Layerpath.
What’s next for Layerpath

The open category questions are the next target. The buyer’s guides for them are queued on the MentionX Action Board, and the next scan covers the other five engines.

What does AI say when buyers don’t name you?

About the data: MentionX asked ChatGPT the same buyer questions on 26 October and 10 November 2026 and recorded every brand named and every source cited. ChatGPT listed more sources per answer in November, so the results show Layerpath’s share of citations alongside the counts.