No agency can guarantee a citation or recommendation from an independent search or AI system. We improve the signals, sources and experience those systems can evaluate.
01Search fundamentals remain the foundation for AI visibility.
02Original expertise gives a brand something worth retrieving.
03Measurement connects visibility to qualified business action.
The honest definition
AEO is rigorous SEO for a search experience that now answers back.
People still search, compare and verify, but the interface has changed. Google AI Overviews, AI Mode, ChatGPT search, Bing Copilot, Perplexity and other systems can summarize information before a person reaches a website. Brands now need to compete for traditional rankings, referenced answers and the next click that follows an answer.
That does not make the fundamentals obsolete. Search and answer systems still need accessible pages, clear entities, reliable source material, relevant context and evidence that a real organization stands behind the claims. AEO brings those requirements into one operating plan across SEO, content, digital PR, analytics and conversion experience.
We use the term AEO because it describes the outcome marketers care about. We do not use it to sell a secret markup file, a guaranteed ChatGPT mention or hundreds of thin pages. The work must still be useful to people and defensible against the official guidance of the platforms involved.
Platform controls also need precise language. OpenAI separates OAI-SearchBot, which supports discovery for ChatGPT search, from GPTBot, which concerns potential model training. Allowing one does not require allowing the other. Bing continues to emphasize complete XML sitemaps, accurate modification dates and IndexNow for timely discovery. We document these differences so a marketing decision is not hidden inside a generic robots.txt change.
AEO also reaches beyond publishing. If an AI-assisted visit lands on a slow page with vague ownership, inaccessible controls or a broken lead path, visibility has not produced business value. That is why our scope can include page experience, analytics, form routing and CRM verification alongside search and content work.
From source to answer
Visibility depends on a connected chain.
A citation is not created by one tactic. A source must be available, understood, relevant, competitive and useful enough to support a response. The landing experience then has to earn the visit and next action.
Publish
Create first-party expertise, data, cases and explanations that add something the market did not already have.
Discover
Keep important pages crawlable, indexable, internally linked and accurately represented in sitemaps and platform controls.
Understand
Use clear language, semantic structure, consistent entities and accurate structured data where it serves a supported purpose.
Retrieve
Build relevance and authority around the questions, comparisons and subtopics real prospects use while making decisions.
Convert
Give the visitor proof, context and a low-friction next step after a search result or AI answer earns attention.
Eligibility is not a guarantee. Search and AI platforms control crawling, indexing, retrieval, ranking and citation. Our responsibility is to improve the quality and observability of the inputs your brand controls.
What we optimize
Six workstreams. One credible source of truth.
The mix changes by brand. An established organization may need entity cleanup and measurement. A category expert with weak search visibility may need technical repairs, original content and better distribution. The audit determines sequence.
Technical access
Make the right information available to the right crawlers.
We review indexing, robots controls, canonicals, rendering, internal links, sitemaps, status codes and page experience. Platform-specific crawler access is documented separately so search inclusion and model-training preferences are not confused.
Crawl audit
Indexation
Internal links
Sitemaps
Page experience
Entity clarity
Reduce ambiguity around who you are and what you do.
We align core business facts, service language, expert attribution, location details, profiles and relevant structured data. The goal is consistent meaning across your owned presence, not an oversized block of markup that says more than the page proves.
Organization facts
Expert profiles
Service definitions
Schema validation
Original evidence
Turn lived expertise into material worth citing.
Generic summaries are easy to reproduce and hard to prefer. We help uncover first-party data, methodology, expert commentary, comparisons, cases, visuals and useful answers that competitors cannot copy without copying your experience.
Expert interviews
First-party data
Case evidence
Original visuals
Point of view
Demand and authority
Connect strong sources to the conversations buyers already trust.
Content only on your own domain has limits. SEO and digital PR work together to earn legitimate coverage, expert contributions, local relevance and links. We avoid purchased or fabricated mentions that create activity without durable credibility.
Digital PR
Editorial outreach
Topical authority
Local relevance
Link earning
Answer experience
Organize pages for people who need to verify a fast answer.
Clear headings, direct explanations, comparison criteria, supporting detail, accessible media and visible ownership help visitors evaluate information. There is no required “AI writing style”; the right structure depends on the task and the audience.
Information design
Content refresh
FAQ strategy
Accessibility
Measurement
Separate meaningful visibility from impressive-looking prompt samples.
We combine available platform reporting, search performance, referral data, assisted conversions and controlled citation sampling. Every dashboard defines what is observed directly, what is estimated and what cannot currently be measured.
Baseline
AI referrals
Search visibility
Conversions
Citation samples
AEO becomes concrete when every claim can be traced to a source, owner, page, signal and measurable next action.
The visibility audit
Start with the gap between what your company knows and what the web can verify.
The audit does not begin by generating another content calendar. It establishes what is currently visible, what is technically accessible, how the brand is represented, which commercial questions matter and where evidence is missing.
Search Console, analytics, index coverage and landing-page baselines
Google, Bing and relevant AI crawler access with current platform controls
Entity consistency across the website, profiles, experts and trusted third parties
Content overlap, thin pages, unsupported claims and high-value question gaps
Structured data accuracy against visible information and supported search features
Sampled answer visibility with documented prompts, dates, locations and limitations
Conversion paths, attribution and CRM follow-up after the answer earns a visit
How the work moves
A practical system, not a one-time optimization.
Each stage leaves behind decisions, owners and measurable work. The roadmap can integrate with an existing SEO, content or PR team instead of creating a competing workflow.
Establish the baseline and commercial questions.
We document current organic performance, AI referral visibility, priority products or services, buying-stage questions, competitors and conversion goals. A small prompt set can support research, but it is never presented as a complete view of an unstable system.
Map entities, sources and evidence gaps.
We identify the facts a prospect needs to verify, where those facts currently live, who owns them and which sources support them. Conflicting names, descriptions, locations, expert details and service claims become a prioritized cleanup list.
Repair discovery and technical clarity.
Developers receive specific requirements for crawl access, rendering, canonicalization, status codes, sitemaps, internal links, performance, semantic structure and valid structured data. Changes are tested in rendered HTML and against official platform tools where available.
Build and upgrade non-commodity sources.
Subject-matter interviews, first-party data, case material and customer questions become pages, articles, comparisons, visuals or video with a clear author and purpose. Existing pages are strengthened before new URLs are added without a distinct intent.
Distribute expertise and earn corroboration.
PR, partnerships, expert participation and useful community contribution can place legitimate knowledge beyond the company website. The objective is independent context and discovery, not a volume of manufactured brand mentions.
Measure, learn and update.
We review platform reporting, search changes, AI referral sessions, assisted outcomes, sampled citations and content freshness. Findings lead to specific updates rather than reactive rewriting every time one prompt produces a different answer.
Measurement without theatre
Track what the business can act on.
AI answers change by model, prompt, location, time and user context. A single screenshot is evidence of one result, not universal ranking. We create a measurement model that acknowledges that volatility while still showing whether the work is expanding qualified discovery and demand.
Search visibilityQueries, pages, impressions, clicks, generative AI reporting and non-brand growth where platforms provide reliable data.
AI referralsSessions and conversions from identifiable AI referral sources, including campaign parameters when platforms provide them.
Citation samplingA repeatable, dated set of priority prompts used directionally, with platform, location and personalization limits documented.
Business outcomesQualified forms, calls, assisted conversions, branded demand and CRM outcomes connected to landing experiences.
Strategy meets reputation
Real people behind the source.
AEO crosses strategy, content, SEO, development, analytics and public relations. These Heyday team members help connect business knowledge to credible digital visibility, with specialist support added around the scope.
Ximena Gonzalez
Director Account Strategist
Rafael Acero
Account Strategist
Michelle Muñoz
Account Strategist
Camilo Echeverry
PR Account Executive
Related search work
Proof should be labeled accurately.
These examples demonstrate connected search, content and digital experience work. We do not relabel historical SEO results as AI citation results when that specific outcome was not measured.
SoFlo Health
Search-led content and a clearer destination helped connect audience questions to useful, discoverable information.
Outcomes vary by starting position, competition, authority, market demand, content quality, investment and implementation. Heyday does not guarantee rankings, citations, traffic or revenue.
Questions before the proposal
AEO, without the vague answers.
The field moves quickly. Our recommendations are dated, sourced and updated when platform guidance changes.
What is answer engine optimization?
Answer engine optimization is the work of making a brand and its expertise easier to discover, understand, retrieve and represent accurately in search experiences that generate direct answers. At Heyday, that work includes established SEO foundations, original content, technical access, entity consistency, structured data where appropriate, reputation signals and measurement.
Is AEO different from SEO?
AEO is a useful name for a changing search behavior, but it is not a replacement for SEO. Google states that its generative search features are rooted in core Search ranking and quality systems. Strong AEO work therefore begins with crawlability, indexing, relevance, authority, useful content and a good page experience.
Can you guarantee that ChatGPT or Google AI will cite my company?
No. No agency controls which sources an independent search or AI system retrieves, cites or recommends. We can improve the technical access, clarity, evidence, reputation and measurement around your brand, then use observed results to guide continued work.
Do we need special AI schema or an llms.txt file?
Google says no special schema or AI text file is required for its generative search features. Valid structured data can still support ordinary search understanding and rich result eligibility when it matches visible page content. Other platforms may use different crawler controls, so each implementation is reviewed against current official guidance.
How do you measure AEO performance?
Measurement can combine Search Console visibility, generative AI reporting where available, analytics referrals from AI platforms, assisted conversions, branded demand, citation sampling and the quality of landing sessions. We define a baseline and avoid presenting sampled prompts as a complete market share metric.
How long does AEO take?
Technical corrections may be discovered quickly, but durable visibility usually depends on publishing, earning trust, recrawling, indexing and changing competitive results over time. The initial audit and roadmap establish priorities; ongoing content, authority and measurement work then compounds.
Can AEO work with our existing website and SEO program?
Yes. In most cases AEO should strengthen the existing search program rather than create a parallel site or duplicate content. We identify the pages and source material already earning trust, then improve gaps in evidence, structure, entity clarity, technical access and conversion paths.
Find the highest-leverage gap in your search and AI visibility.
Tell us what your company sells, where search visibility matters and what evidence already exists. We will use the first conversation to determine whether the next move is technical, editorial, reputational, analytical or a combination.
Baseline and opportunity review
Clear scope, owners and deliverables
No guaranteed platform placement
CRM-ready inquiry capture and attribution
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