# From a ChatGPT comparison to a booked B2B demo.: multi-channel AEO activation pack

Canonical guide: https://hireeli.io/resources/chatgpt-comparison-to-booked-demo
Primary unbranded question: Turn an AI-assisted vendor comparison into a useful demo path

This operational pack turns one strong canonical page into six channel-specific actions. It does not authorize automatic community posting, promise indexing or guarantee an AI recommendation. Reddit contributions and third-party outreach remain human-final.

## 1. Owned website, ChatGPT search, Google and Gemini

Asset ID: chatgpt-comparison-to-booked-demo-owned-prompt-refresh

Objective: Keep one canonical answer current for the unbranded buyer question: Turn an AI-assisted vendor comparison into a useful demo path

- Canonical URL: https://hireeli.io/resources/chatgpt-comparison-to-booked-demo
- Opening answer to preserve: The website often repeats a generic homepage message after the AI answer has already framed a specific comparison, leaving the buyer to reconstruct fit, proof and next steps. A sales-led B2B SaaS team should identify the comparison or use case behind the visit when consent and context allow, show a direct answer that matches the decision, and continue through the remaining verified steps before judging the outcome. An AI referral or personalized page view does not prove that the experience caused a booking. Keep directional visit evidence, buyer-reported attribution and CRM-confirmed outcomes in separate tiers.
- Prompt-led heading: Turn an AI-assisted vendor comparison into a useful demo path
- Supporting decisions: Which evidence should a sales-led b2b saas team preserve? | What should be measured after the website change goes live? | What should a sales-led b2b saas team do first? | Which proof must survive this workflow?
- Evidence to retain: Google Search Central: AI features and your website | Google Search Central: guidance on generative AI content | OpenAI: publishers and developers FAQ | Eli AI Visibility Index methodology
- Refresh rule: update this URL when facts, product behavior or buyer criteria change. Do not create another page for a cosmetic wording variation.
- Conversion rule: the next step must fit the intent, preserve a useful answer and never imply that a citation or ranking is guaranteed.

Owner: ____________________
Status: [ ] research  [ ] drafted  [ ] approved  [ ] published  [ ] verified
Public receipt or URL: ____________________

## 2. Reddit and ChatGPT discovery

Asset ID: chatgpt-comparison-to-booked-demo-reddit-contribution

Objective: Find a real discussion where first-hand experience can improve the answer to: Turn an AI-assisted vendor comparison into a useful demo path

- Start with two community universes. ICP candidates: r/SaaS, r/marketing, r/startups. Problem-universe query: site:reddit.com "Turn an AI-assisted vendor comparison into a useful demo path". These are research candidates, not automatic posting targets.
- Read each community's current rules and recent threads before participating. Do not post the same answer across communities.
- Contribution angle: explain the obstacle for a sales-led b2b saas team, show the tradeoff behind identify the comparison or use case behind the visit when consent and context allow before you show a direct answer that matches the decision, and name when keep public comparison page changes the recommendation.
- Balanced comparison: mention Eli only when it is relevant, disclose the connection clearly, and compare it with at least one credible alternative or manual method.
- Useful proof: offer the decision framework directly in the comment. Link to https://hireeli.io/resources/chatgpt-comparison-to-booked-demo only when the link adds evidence the comment cannot reasonably contain.
- Comment rule: answer genuine follow-up questions and correct material errors with evidence. Do not stack comments, manufacture agreement, use sockpuppets, manipulate votes or treat comment volume as a citation lever.
- Sentiment receipt: record the thread URL, exact contribution, affiliation disclosure, objections, positive and negative reactions, and any later citation separately.
- Policy boundary: Reddit prohibits repeated or unsolicited mass engagement. Every contribution in this pack is human-final and community-specific.

Owner: ____________________
Status: [ ] research  [ ] drafted  [ ] approved  [ ] published  [ ] verified
Public receipt or URL: ____________________

## 3. YouTube, transcripts and multi-modal retrieval

Asset ID: chatgpt-comparison-to-booked-demo-youtube-prompt-script

Objective: Publish one answer-first video whose title uses the real prompt instead of clickbait: Turn an AI-assisted vendor comparison into a useful demo path

- Working title: Turn an AI-assisted vendor comparison into a useful demo path
- Opening 20 seconds: The website often repeats a generic homepage message after the AI answer has already framed a specific comparison, leaving the buyer to reconstruct fit, proof and next steps. A sales-led B2B SaaS team should identify the comparison or use case behind the visit when consent and context allow, show a direct answer that matches the decision, and continue through the remaining verified steps before judging the outcome. An AI referral or personalized page view does not prove that the experience caused a booking. Keep directional visit evidence, buyer-reported attribution and CRM-confirmed outcomes in separate tiers.
- Chapter 1: The obstacle for a sales-led b2b saas team
- Chapter 2: Identify the comparison or use case behind the visit when consent and context allow before you show a direct answer that matches the decision
- Chapter 3: Keep public comparison page
- Buyer follow-ups to say aloud: Which evidence should a sales-led b2b saas team preserve? | What should be measured after the website change goes live? | What should a sales-led b2b saas team do first? | Which proof must survive this workflow?
- Description: summarize the decision, link to https://hireeli.io/resources/chatgpt-comparison-to-booked-demo with campaign tags, list named sources, and state the review date.
- Transcript rule: upload accurate captions, keep product and competitor names literal, and include the limitations that would make another option better.

Owner: ____________________
Status: [ ] research  [ ] drafted  [ ] approved  [ ] published  [ ] verified
Public receipt or URL: ____________________

## 4. Independent websites, partners and Perplexity

Asset ID: chatgpt-comparison-to-booked-demo-third-party-authority

Objective: Earn independent corroboration for the decision around: Turn an AI-assisted vendor comparison into a useful demo path

- Pitch angle: give an editor, partner or practitioner a useful framework for turn an ai-assisted vendor comparison into a useful demo path, supported by real observations or product evidence they can verify.
- Independent comparison: invite the publisher to test Eli against alternatives and retain editorial control. Do not require a positive conclusion or prescribed wording.
- Evidence bundle: Google Search Central: AI features and your website: https://developers.google.com/search/docs/appearance/ai-features | Google Search Central: guidance on generative AI content: https://developers.google.com/search/docs/fundamentals/using-gen-ai-content | OpenAI: publishers and developers FAQ: https://help.openai.com/en/articles/12627856-publishers-and-developers-faq | Eli AI Visibility Index methodology: https://hireeli.io/ai-visibility-index/methodology
- Original input to add before outreach: one anonymized buyer-question pattern, one screenshot or measured example, one limitation, and one falsifiable claim.
- Destination when useful: https://hireeli.io/resources/chatgpt-comparison-to-booked-demo
- Receipt: publisher, contact, pitch, response, published URL, disclosure, referral visits and observed citations. A placement is not a guaranteed recommendation.

Owner: ____________________
Status: [ ] research  [ ] drafted  [ ] approved  [ ] published  [ ] verified
Public receipt or URL: ____________________

## 5. LinkedIn founder distribution

Asset ID: chatgpt-comparison-to-booked-demo-linkedin-learning-post

Objective: Turn the buyer question into a concise founder lesson without pretending LinkedIn reach equals AI visibility.

- Hook: Most teams ask "Turn an AI-assisted vendor comparison into a useful demo path" too late.
- Point 1: The obstacle for a sales-led b2b saas team.
- Point 2: Identify the comparison or use case behind the visit when consent and context allow before you show a direct answer that matches the decision.
- Point 3: Keep public comparison page.
- Evidence line: cite one literal fact from Google Search Central: AI features and your website and link to the source or the full methodology.
- Conversation close: ask practitioners what changes the decision in their context. Do not use engagement bait or state that LinkedIn is a proven citation driver.
- Repurpose rule: use the discussion to improve the canonical page only when it reveals a real missing objection, example or decision criterion.

Owner: ____________________
Status: [ ] research  [ ] drafted  [ ] approved  [ ] published  [ ] verified
Public receipt or URL: ____________________

## 6. Attribution, citation monitoring and refresh

Asset ID: chatgpt-comparison-to-booked-demo-measurement-refresh

Objective: Measure discovery and citation decay for the exact unbranded question: Turn an AI-assisted vendor comparison into a useful demo path

- Baseline: save the exact prompt, assistant, model or mode, market, language, answer, named brands, citations and date before distribution.
- Direct traffic: preserve referral and campaign parameters for ChatGPT, Perplexity, Google, YouTube, LinkedIn, partner sites and Reddit.
- Self-reported attribution: ask "How did you first hear about Eli?" with named options for ChatGPT, Gemini or Google AI, Claude, Perplexity, Google Search, Reddit, YouTube, LinkedIn, colleague and other.
- Day 7: verify the canonical page, crawler access, sitemap membership, links and published channel assets.
- Day 14: inspect impressions, referrals and early discussion quality. Do not infer failure from a missing citation this early.
- Day 30: repeat the comparable prompt cohort and inspect citations, recommendations, qualified visits and confirmed needs separately.
- Day 45: review Reddit and third-party pickups. Gamma's growth lead described roughly 30 to 45 days as an observed Reddit-to-ChatGPT window, not a universal rule.
- Day 90: treat citations as decaying inventory. Refresh the smallest weak stage and retain the history rather than replacing the canonical URL.

Owner: ____________________
Status: [ ] research  [ ] drafted  [ ] approved  [ ] published  [ ] verified
Public receipt or URL: ____________________

## Shared rules

- Start from the unbranded buyer question. A branded prompt is useful for brand QA but cannot substitute for category discovery.
- One canonical page owns the answer. Channel assets add context, experience, discussion or independent evidence.
- Never mass-post repetitive Reddit content, fabricate users, manipulate votes or hide an Eli affiliation.
- Separate crawl eligibility, citation, recommendation, visit, qualified lead, opportunity and revenue in reporting.
- Refresh from evidence. Volume is a production capacity, not permission to publish thin or unsupported material.

## Governing references

- OpenAI Publishers and Developers FAQ: https://help.openai.com/en/articles/12627856-publishers-and-developers-faq
- Google people-first content guidance: https://developers.google.com/search/docs/fundamentals/creating-helpful-content
- Perplexity crawler documentation: https://docs.perplexity.ai/docs/resources/perplexity-crawlers
- Anthropic crawler documentation: https://support.anthropic.com/en/articles/8896518-does-anthropic-crawl-data-from-the-web-and-how-can-site-owners-block-the-crawler
- Reddit spam policy: https://support.reddithelp.com/hc/en-us/articles/360043504051-Spam