Why did my visibility dip right after launch?

Often it is normal variance rather than a real drop, which is why a baseline matters. AI answers differ between runs even for the same prompt. If the change holds across several days of runs, it is real.

Will I be told when the answers change?

Yes. Email and Slack alerts fire when your visibility drops, a competitor overtakes you or a new source starts citing a rival, and a Monday digest sums up the week. Filter any chart to your launch topic to see only those prompts.

Which prompts should I track for a launch?

The buying questions your new product should now answer: the category, the use cases it unlocks and the alternatives it replaces. Keep them neutral, without your brand name, so they measure whether AI recommends you unprompted.

Find out if AI noticed your launch

You announced it, the press covered it, and ChatGPT still describes your old product. Gensiv tracks the questions your launch should change, every day, so you see when the answers catch up, and whether they do at all.

Set up launch tracking

CCadence/Mentions & CitationsLast 90 daysDemo data

MentionsTimes your brand appeared in AI responses

Total mentions

1,34938

Showing data for 90 days38

CitationsDirect links to your domain in AI responses

Total citations

54464

Showing data for 90 days64

Answers captured from 6 AI engines, in every market you sell in.

ChatGPTLive
PerplexityLive
Google AI OverviewsLive
Google AI ModeLive
GeminiLive
ClaudeLive

The problem

How long does it take AI to learn about a new product?

Anywhere from days to months. Engines that search the live web can pick up a launch within days if coverage lands on sources they already trust. Answers that lean on model memory can lag much longer. Measuring the same prompts before and after launch is the only way to know which case you are in.

A week of answers before you ship: Baseline
Every launch prompt re-run automatically: Daily
Mentions, position and sentiment, together: 3 signals
Every answer kept, so you can read the framing: Full text

The playbook

Monitor a launch in four steps

Shown with demo data for Cadence, a fictional project management brand.

CCadence/AI Search VisibilityLast 90 daysDemo data

VisibilityYour brand's visibility trend across AI engines

Visibility score

41%12 pts

Showing data for 90 days12 pts

What you will use

The screens behind launch monitoring

Everything below is part of every plan.

Mentions over time

Daily counts that show when AI starts naming you more.

Citations of your site

Whether engines link to your launch pages.

A captured ChatGPT answer to 'Best project management software for a 10-person startup', with each brand highlighted, its rank, and the three sources cited.

The answers themselves

What each engine says about you, word for word.

Prompts10 tracked prompts · last 90 days

Prompt	Visibility	Avg Position	Sentiment	Mentioned
Best project management software for a 10-person startup	64%Up9 pts	#2.1Down0.6	81	Tasklane, Orbitly
Tasklane alternatives for small agencies	72%Up14 pts	#1.6Down0.4	84	Orbitly, Planwise
What is the easiest project management tool to set up	48%Up6 pts	#2.7Down0.3	76	Tasklane, Stackboard
Project management tool with built-in time tracking	38%Down4 pts	#3.2Up0.4	69	Tasklane, Planwise
Best free project management app for remote teams	21%Up3 pts	#4.1Down0.2	62	Tasklane, Orbitly +1
Cadence vs Tasklane	92%Up2 pts	#1.3	79	Tasklane
Which PM software integrates with Slack and GitHub	55%Up11 pts	#2.4Down0.8	80	Orbitly, Tasklane
Project management software for marketing teams	33%Up7 pts	#3Down0.5	73	Planwise, Tasklane
Simple Gantt chart tool for client projects	17%Down2 pts	#4.6Up0.3	58	Stackboard, Planwise
Best Asana alternative for a small team	44%Up8 pts	#2.8Down0.4	75	Tasklane, Orbitly

Prompt by prompt

Which launch questions moved and which did not.

Features used here

Prompt TrackingThe buyer questions you track, and every answer Mentions & CitationsDaily mention and citation counts, and your position SourcesThe domains and content types AI actually cites

Frequently asked questions

Last updated October 2, 2026

Indirectly, mostly by earning presence on the pages engines already cite for your category rather than only publishing on your own domain. The source data shows which pages those are, which makes launch PR targeting concrete.