Pipeline planAgent-ready buying audit
Industrial, manufacturing, software and services companies whose buyers compare specifications, compliance and commercial terms before talking to sales.
Be on the shortlist AI assistants give your buyers
In short
An AI shortlist program gets your company named when buyers ask ChatGPT, Perplexity, Gemini, Copilot or Google AI Overviews which vendors to consider. AI answers lean on trusted third-party sources more than on your own site, so PlanConversion benchmarks your AI share of voice against competitors, then builds the sources those engines cite: analyst and partner listings, directories, comparison articles, podcasts and expert commentary.
Built for: Enterprise B2B teams that rank in Google but are missing or outranked in AI vendor recommendations for their category.
Last updated
Signs you need this
What usually goes wrong
Competitors get named, you do not
Buyers ask an assistant for vendor options and your category peers appear while you are left out, even where you win deals.
AI repeats third-party pages
Answers quote directories, listicles and old reviews you never updated, so the description of your company is thin or wrong.
Nobody owns the off-site footprint
Partner pages, analyst coverage and listings sit with different teams and nobody measures how they shape AI answers.
Process
How it works
Share-of-voice benchmark
Run a fixed set of buyer prompts across engines and record who is named, who is cited and which sources the answers rely on.
Source map
Rank the third-party domains the engines cite most for your category and check whether you are listed, how, and what it takes to be included.
Authority build
Profiles, partner directory pages, comparison inclusion, expert quotes, podcast guesting and data-led stories that give engines something credible to cite.
Monthly scoreboard
Mentions out of the prompt set by engine, citation sources gained and description accuracy, reported against competitors.
Deliverables
What you get
- AI share-of-voice benchmark against 3 to 5 competitors
- Cited-source map with listing status and next step per source
- Directory, partner and review profile copy
- Digital PR and expert-commentary plan
- Monthly AI shortlist scoreboard
Measurement
How success is measured
Mentions in the buyer prompt set, by engineThird-party sources that cite or list youAccuracy of how each engine describes you
FAQ
AI shortlist and off-site authority: common questions
More Generative engine optimization programs
Why does off-site authority matter for AI answers?
AI assistants assemble answers from content that already exists, and they weight trusted third-party sources such as directories, partner pages, analyst coverage and comparison articles. LinkedIn research published in June 2026 reported that 94% of B2B buying groups consult AI chatbots before contacting sales, so being absent from those sources means being absent from the first shortlist.
How is this different from your GEO service?
GEO fixes what your own pages say and how they are structured. The AI shortlist program works on the sources outside your site that AI engines cite, and measures your share of voice against named competitors.
Do you buy reviews or fake listings?
No. Every listing is a real profile managed by your team, every review comes from a real client, and every claim is one you can support.
How long until AI answers change?
Engines refresh at different speeds. Search-connected assistants can reflect new sources within weeks; model knowledge changes more slowly. We report monthly so you can see which engines moved.
Enterprise needs
Often solved together
Customer proof and advocacy program
Enterprise B2B teams with happy customers but few approved stories, and sales teams that keep asking for proof from a similar company.
Executive thought leadership and B2B creators
Enterprise and growth B2B companies with credible executives and experts, selling to buying committees that do not answer cold outreach.
Insights
Read more on this topic
How to get your B2B company recommended by ChatGPT: a 30-day GEO plan
A 30-day generative engine optimization plan for B2B companies: audit AI answers, fix company facts, publish answer-ready pages, add schema and align third-party sources.
