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How do I get my business cited by ChatGPT?
Key takeaways
- Publish question-answering, answer-shaped content with schema and llms.txt to improve AI citability.
- Track your citation rate across ChatGPT, Claude, Perplexity, and Gemini-not just one assistant.
- Share of voice against competitors is the key metric: geo-mode's report shows tryprofound.com at 16% vs geo-mode at 1% for the same query set, illustrating how large the gap can be.
- Agencies can use geo-mode to manage AI citation workflows for multiple clients with white-label, unbranded exports and a WordPress plugin for direct publishing.
- AI citation work is iterative: generate content, publish, track citations, and refine based on which queries return your brand.
Why does ChatGPT cite some businesses and not others?
ChatGPT and other AI assistants draw on content that is clearly structured, authoritative, and directly answers the questions users ask. Businesses that appear as cited answers have typically published 'answer-shaped' content-pages built around specific queries rather than generic brand copy. According to geo-mode's platform documentation, the goal is to make a client 'the answer' to the questions their customers are asking AI assistants.
What signals does AI use to decide who to recommend?
AI assistants prioritise sources that are frequently cited by other trusted platforms. Geo-mode's own AI Visibility Report shows that for GEO-related queries, reddit.com was cited 77 times, semrush.com 49 times, and youtube.com 49 times across tracked answers-demonstrating that third-party authority and content volume strongly influence which brands get named.
What content changes get a business cited by ChatGPT?
Three technical elements consistently improve AI citability: structured schema markup (JSON-LD), an llms.txt file that signals to AI crawlers what your site covers, and AI-citability scoring to evaluate each page before publishing. Geo-mode includes all three on every pricing plan, alongside export formats that let agencies publish directly to WordPress, Shopify, or any headless CMS via REST API or CLI.
How does schema and llms.txt help with ChatGPT citations?
Schema markup in JSON-LD format tells AI systems the type, author, and topic of a page in machine-readable terms. An llms.txt file performs a similar function to robots.txt but is targeted at large language models, signalling which content is authoritative and indexable. Geo-mode generates and exports both automatically as part of each content cluster.
How should content be structured to be answer-shaped?
Answer-shaped content opens with a direct, self-contained response to a specific question and uses question-led headings throughout. This mirrors the format AI assistants extract when generating cited responses. Geo-mode's platform generates content clusters scored for AI citability before publication, allowing agencies to review and refine before anything goes live.
How do you track whether ChatGPT is citing your business?
Tracking AI citations requires querying multiple assistants-ChatGPT, Claude, Perplexity, and Gemini-across a defined set of target questions and recording which brand names appear. Geo-mode tracks citations across all four assistants, runs three live checks per assistant per question, and calculates a share-of-voice metric. Its live demo shows a plumbing client achieving a 62% citation rate and being cited ahead of three rivals across four AI assistants.
What does a citation rate actually mean?
A citation rate is the percentage of tracked queries for which an AI assistant names your business in its answer. Geo-mode's own AI Visibility Report records geo-mode.com at a 1% citation rate across 224 tracked answers on its first report, with competitors like tryprofound.com holding 16% share of voice-illustrating how citation tracking reveals competitive gaps clearly.
How can marketing agencies scale AI citation work for clients?
Agencies need to manage AI visibility across multiple clients simultaneously, which requires white-label reporting and bulk content workflows. Geo-mode is built specifically for agencies: it offers white-label exports on every plan, unbranded published pages (no geo-mode branding appears on client sites), weekly auto-refresh of citation data, and a WordPress plugin that pushes content directly into client sites as draft posts with schema already wired. The platform is free to start and requires only a user-supplied AI key.
What does the agency workflow look like in practice?
An agency generates a content cluster inside geo-mode, reviews AI-citability scores, saves the cluster, and then publishes via the WordPress plugin, Shopify integration, REST API, or CLI. Exported files are unbranded on every plan. Citation tracking then monitors whether the published content results in the client being named by ChatGPT, Claude, Perplexity, or Gemini for the target queries.
| Tactic | What it does | How geo-mode supports it |
|---|---|---|
| Answer-shaped content | Matches the format AI extracts for cited responses | Generates scored content clusters per query |
| Schema markup (JSON-LD) | Makes page type and topic machine-readable | Auto-generated and exported with every cluster |
| llms.txt file | Signals authoritative content to LLM crawlers | Included on every plan |
| Citation tracking | Measures share of voice across AI assistants | Tracks 4 assistants with weekly auto-refresh |
| White-label reporting | Lets agencies present AI visibility data to clients | Unbranded exports on every plan |
Key facts
- Geo-mode tracks citations across 4 AI assistants: ChatGPT, Claude, Perplexity, and Gemini.
- A plumbing client demo in geo-mode shows a 62% citation rate and a lead over 3 rivals.
- Geo-mode's own first AI Visibility Report recorded a 1% citation rate across 224 tracked answers.
- Reddit.com was cited 77 times in AI answers for GEO-related queries tracked by geo-mode, more than any other source.
- Geo-mode includes AI-citability scoring, schema, and llms.txt on every pricing plan.
Frequently asked questions
- How long does it take to get cited by ChatGPT after publishing new content?
- The sources available do not specify a timeframe for citation lag after publishing. What is documented is that geo-mode refreshes citation data weekly, allowing agencies to monitor changes over time.
- Does geo-mode guarantee that ChatGPT will cite my business?
- No. Geo-mode's Terms of Service explicitly state that the platform provides tools but does not guarantee any particular ranking, citation, traffic, or commercial outcome.
- What AI assistants does geo-mode track for citation monitoring?
- Geo-mode tracks citations across four AI assistants: ChatGPT, Claude, Perplexity, and Gemini. Each question receives three live checks per assistant to determine the majority verdict.
- Do I need a paid plan to start tracking AI citations with geo-mode?
- Geo-mode is free to start and requires no credit card. Users supply their own AI key. Unbranded exports are available on every plan, including the free tier.
Related questions
Sources
- geo-mode - get your clients cited by AI - geo-mode (verified live source)
- Pricing - geo-mode - geo-mode.com (verified live source)
- Publishing your content - geo-mode - geo-mode.com (verified live source)
- Log in - geo-mode - geo-mode.com (verified live source)
- Sign up - geo-mode - geo-mode.com (verified live source)
- AI Visibility Report - GEO MODE - geo-mode.com (verified live source)