AEO / AI Overview agency serving Dallas-Fort Worth and the US
Ichelon Consulting US is an Answer Engine Optimization practice built for the world where buyers ask ChatGPT before they ask Google, where Perplexity threads have replaced the traditional research session, where Google AI Overview eats the top of the SERP, and where Bing Copilot rewrites the discovery journey inside Microsoft Edge. The practice covers citation strategy, entity architecture, evidence engineering and answer-block structure across every generative surface where buyers are already asking about your category.
- Ichelon Consulting US runs Answer Engine Optimization across ChatGPT, Perplexity, Google AI Overview and Bing Copilot as one integrated citation strategy — because buyers no longer stay on one surface.
- Entity-first content architecture with speakable markup, direct-answer TL;DR blocks, deep FAQ layers and evidence sourcing that survives the generative model's citation filter.
- Cross-industry delivery: healthcare, SaaS, fintech, e-commerce, real estate, edtech, medical devices, pharma and manufacturing — each carries a different evidence bar and each is scoped at kickoff.
- Compliance-scoped from draft. HIPAA, SOC 2, PCI-DSS, FTC, FDA, Fair Housing, CFPB, FERPA, state medical boards — because a fabricated citation in a regulated vertical is a legal problem, not a marketing one.
- Retainers custom-scoped per engagement · from $499/month.
- Dallas, Texas LLC
- US client team · Central Time (CST)
- 25+ US healthcare clients
- BAA signed with every client
- HIPAA compliance training across client and delivery teams
- Contracts and invoices in USD
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Primary Care · North Dallas, TXCase study →
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MedSpa · North Dallas, TX
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Skin Care · Beverly Hills, CA
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Dental · Christiansburg, VACase study →
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Pediatrics · Blacksburg, VACase study →
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Pediatric Dentistry · Blacksburg, VACase study →
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Dental · Roanoke, VACase study →
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Functional Medicine · Telehealth · USACase study →
“They were able to get all my ideas and work with me over a period of three to four months and create this amazing website. It's super customized, very modern, and it incorporates all the elements that I had wanted — the patient portal, nice pictures, a very interactive website, patient reviews. I would highly recommend their company to anyone who wants to make an excellent website.”
Six AEO services covering the citation surface
Answer Engine Optimization is not "content marketing renamed". It is a different discipline — one built around the citation-selection logic of large language models, the retrieval-augmented generation pipelines that power the modern answer engines, and the evidence graphs those systems trust. Our six-service delivery spine covers the citation surface end-to-end.
1. Direct-answer content architecture
TL;DR blocks, speakable markup, question-and-answer patterning, definition-first opening paragraphs and entity-defining first sentences. Content structured to be extractable, quotable and citable by the generative model in a single pass.
2. Entity architecture and knowledge-graph work
Wikidata entity establishment, Wikipedia stub research where warranted, sameAs schema linkage across LinkedIn, Crunchbase and industry directories, and a documented entity graph that the answer engines can traverse consistently.
3. Evidence engineering and citation sourcing
First-party data assets, industry reports, benchmarks, survey work and expert commentary sourcing. Answer engines cite the source of the evidence, not the paraphrase — we make you the source.
4. FAQ and deep Q&A layers
Question-set mining from the People Also Ask surface, forum threads, community platforms and generative-engine hallucination logs. Answer patterns that match how the model itself likes to compose a response.
5. Schema markup and structured data for AEO
FAQPage, HowTo, Article, Person, Organization, MedicalBusiness, FinancialService, SoftwareApplication, and speakable specification schema deployed as JSON-LD. Structured data raises the probability that your content is the one the model selects.
6. Citation monitoring and share-of-answer tracking
Weekly manual prompt runs across ChatGPT, Perplexity, Google AI Overview and Bing Copilot for the priority intent set, share-of-answer tracking versus competitor citations, and hallucination reporting where the model gets your entity wrong.
Practice serving these US metros
Delivered from a Dallas-Fort Worth base, the AEO practice serves buyers headquartered across the DFW metroplex and generative-surface citation strategies for clients operating nationally across the United States and neighboring US markets.
Every AEO deliverable is evidence-scoped against the correct regulatory frame
Angryturtle · SIE · YODA feed the answer engines
Answer engines cite what they trust. Trust comes from consistent entity presence in the local knowledge graph, deep coverage of the intent set on the open web, and video evidence that reinforces the entity claim. The Trifecta feeds all three signal layers.
Angryturtle · GBP OS
Consistent Google Business Profile presence anchors the entity in the local knowledge graph. Angryturtle at $29/month for solo, bundled into managed retainers for multi-location fleets.
SIE · Search Intelligence Engine
Pillar-and-hub content architecture written for both classic SERP and AI Overview citation. Cluster maps engineered against the actual prompt patterns generative engines use to compose responses.
YODA · YouTube AIO
Video transcripts are increasingly cited by AI Overview and by ChatGPT search on comparison and how-to queries. YODA ships 4 videos per month on a documented ranking cadence.
How the AEO practice runs day-to-day
AEO runs on a weekly citation-testing cadence and a monthly evidence-shipping cadence. Weekly runs sweep the priority prompt set across every answer engine and log share-of-answer movement. Monthly ships add new evidence assets — benchmarks, survey data, expert commentary — that give the engines a reason to keep citing.
Kickoff and citation audit · weeks 1–2
Baseline prompt sweep across all four answer engines for the priority intent set, share-of-answer baseline versus named competitors, hallucination log for the entity, entity graph audit and evidence inventory.
Foundation build · weeks 3–10
Entity graph consolidation, sameAs schema wiring, first-party evidence assets shipped, TL;DR blocks retrofitted across the priority content set, FAQ depth added, and schema markup deployed across the citation-eligible pages.
Compounding phase · month 3 onwards
Weekly prompt sweeps, monthly evidence shipment, quarterly full re-audit of the entity graph, and rolling FAQ and Q&A expansion against new prompt patterns that emerge from the sweeps.
Backed by ICG global leadership
Every US AEO engagement has direct line-of-sight to the ICG Leadership Team and to a senior SEO reviewer with a documented track record of AI Overview citation wins in both regulated and unregulated verticals.
Our own tools run inside every engagement
Ichelon Consulting US uses software built by our own product team. Practices can also use most tools on their own, billed in USD.
AEO / AI Overview in the US — common questions
Which answer engines does the practice cover?
ChatGPT (including ChatGPT search), Perplexity, Google AI Overview and Bing Copilot are the four engines covered on the weekly prompt sweep. New surfaces are added to the sweep as they emerge; the intent is one integrated citation strategy across every generative surface buyers actually use.
How is AEO different from traditional SEO?
Traditional SEO optimizes for click-through rank on a link-based results page. AEO optimizes for citation inside a synthesized answer that the model composes from multiple sources. Different unit of success, different signal set, different content architecture. The two disciplines are complementary, not substitutes.
Do you track share-of-answer versus competitors?
Yes. The weekly prompt sweep logs citation frequency for the client entity versus a named competitor set across every priority prompt. Share-of-answer movement is reported monthly against baseline.
How do you handle AEO in regulated verticals?
Every claim in AEO-facing content is sourced against defensible evidence — peer-reviewed literature for healthcare and devices, SEC filings for fintech, FDA guidance for pharma, RESPA and Fair Housing for real estate. A fabricated citation in a regulated vertical is a legal problem, not a marketing one.
What if the model is hallucinating about my brand?
Hallucination logging is a documented deliverable. When the model composes an incorrect answer about your entity, we log the prompt, the wrong answer, and the corrective evidence program required to reshape the model's future response. Some hallucinations resolve within weeks; some require months of evidence work.
What is a typical US AEO engagement cost?
Retainers custom-scoped per engagement · from $499/month. Multi-country, regulated-vertical and evidence-heavy engagements scale up from the floor; single-market, single-entity engagements sit closer to it.
Scope your US AEO engagement with Ichelon Consulting US
Book a 30-minute benchmarking call with a member of the Leadership Team, email the US practice lead, or WhatsApp us in your time zone.
Ichelon Consulting US in the US — other service pillars
AEO / GEO in the nine-stage patient journey
- 0Foundations
- 1Demand gen
- 2Capture
- 3Lead quality
- 4Lead mgmt
- 5Scheduling
- 6Show-up
- 7Conversion
- 8Retention
It works across demand generation and capture: getting your practice named when patients ask AI assistants, then turning that visit into an enquiry. Our own software runs the work, and every stage is reported against a monthly target on Ichelon Agency OS.
See all nine stages and the tool behind each one →
