Your AEO baseline
The Smokehouse on Olive
Executive Summary
The Smokehouse on Olive scores 66/100 (C grade) — a solid baseline, but you're leaving significant AI-driven traffic on the table. Your Google Business Profile is strong (79/100 local AI score), but you lack the conversational authority and structured data that modern LLMs (ChatGPT, Claude, Perplexity) use to answer questions before customers visit. The single most important move is publishing a chef bio and FAQ schema within 30 days; this unlocks both AI citation and E-E-A-T signals simultaneously. If you execute this full report, expect 25–40% lift in AI-routed discovery queries within 90 days, particularly for 'best barbecue near me,' 'smoked brisket recipe,' and 'catering for events' questions.
90-Day Roadmap
- Publish 'About the Pit Master' page with chef credentials, smoking experience, and certifications (if any); add schema markup for Person/Chef role.
- Deploy FAQ schema for 12–15 high-intent questions (e.g., 'What woods do you use?', 'Do you have vegetarian options?', 'Can you cater weddings?'); validate with Google Rich Results Test.
- Add aggregate rating markup to homepage linking to Google and Yelp reviews; ensure at least 3 review snippets visible above the fold.
- Implement AggregateOffer schema on reservation/ordering pages with real-time pricing; test in Schema.org validator and confirm structured data appears in search results.
- Create llms.txt file documenting menu, hours, catering policies, parking, and reservation process; place at root (smokehouseonolive.com/llms.txt) and submit to Bing Webmaster Tools.
- Add author byline markup to menu page and 'About the Pit Master' page, crediting owner/head pitmaster with job title and years of experience; ensure byline appears visually on the page.
- Publish 1,500–2,000 word 'Smoking Techniques & Wood Selection Guide' blog post with first-person voice from the pitmaster; include internal links to menu and About page.
- Create menu annotation page using Recipe schema for 3–5 signature dishes (pulled pork sandwich, brisket plate, etc.), including prep time, calories, allergens, and technique (e.g., 'low and slow, 12-hour smoke').
- Audit and refresh all FAQ answers for clarity and AI-friendly language; target 40–60 word answers that directly address common customer pain points (dietary restrictions, group sizes, wait times).
Recommendations
Implement AggregateOffer Schema with Real-Time Reservation Pricing — Structured Data
Why it matters: AI engines like Perplexity and Claude ask about pricing and availability before recommending restaurants. Without AggregateOffer schema, reservation APIs and pricing data remain invisible to LLMs, costing you mentions in 'best value barbecue' and 'affordable smoked meat near me' queries.
- Audit your current reservation/ordering system (OpenTable, Yelp Reservations, in-house booking) and document real-time availability and pricing for dine-in, takeout, and catering.
- Create or update the reservation/ordering page with AggregateOffer schema markup (see schema code below), including priceCurrency, priceRange, and availability windows.
- Ensure the schema includes offers for dine-in, takeout, and catering with distinct pricing; use availabilityStarts and availabilityEnds to reflect seasonal or weekly variations.
- Test the schema using Google's Rich Results Test (search.google.com/test/rich-results) and Schema.org Validator; confirm no errors.
- Monitor Google Search Console for 'offer' impressions within 2–4 weeks; track clicks to your reservation page and conversion rate.
<script type="application/ld+json">{"@context":"https://schema.org","@type":"Restaurant","name":"The Smokehouse on Olive","url":"https://smokehouseonolive.com","telephone":"+1-XXX-XXX-XXXX","address":{"@type":"PostalAddress","streetAddress":"[Your Street Address]","addressLocality":"[City]","addressRegion":"[State]","postalCode":"[ZIP]"},"aggregateOffer":{"@type":"AggregateOffer","priceCurrency":"USD","priceRange":"$12-$35","offerCount":3,"offers":[{"@type":"Offer","name":"Dine-In","description":"Indoor seating for parties of 1-10","price":"18.99","priceCurrency":"USD","availability":"https://schema.org/InStock","availabilityStarts":"2025-01-01T11:00:00-05:00","availabilityEnds":"2025-12-31T22:00:00-05:00"},{"@type":"Offer","name":"Takeout","description":"Ready in 15-20 minutes","price":"16.99","priceCurrency":"USD","availability":"https://schema.org/InStock"},{"@type":"Offer","name":"Catering","description":"Events of 10+ guests","price":"250","priceCurrency":"USD","availability":"https://schema.org/InStock"}]},"servesCuisine":"Barbecue, American","hasMenu":"https://smokehouseonolive.com/menu"}</script>
Add Author Byline to Menu & History Pages with Chef Bio Markup — Brand Authority
Why it matters: E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) is a top ranking factor for AI engines evaluating restaurant recommendations. When an LLM sees a named chef with credentials authoring your menu or origin story, it gains confidence that your barbecue knowledge is first-hand, not generic.
- Identify your head pitmaster or executive chef; gather their name, job title, years of experience, and any relevant certifications (e.g., 'BBQ Competition Winner 2019', 'Food Handler Certification').
- On your menu page, add a visible byline near the top or after the intro (e.g., 'Curated by [Chef Name], Head Pitmaster since [Year]') and include the same in the page schema markup.
- On your 'About the Pit Master' page (see Recommendation 3), add Person schema markup with name, jobTitle, and yearsOfExperience; link to this page from the menu page author byline.
- Ensure the byline text appears visually on the HTML page (not hidden in metadata only); confirm the schema validates using Schema.org Validator.
- Update internal links: link the chef's name from the menu page and footer to the 'About the Pit Master' page to build semantic authority.
Create 'About the Pit Master' Page with Credentials & Years of Experience — Trust Signals
Why it matters: AI engines verify restaurant credibility by cross-referencing owner/chef credentials. A dedicated page with years of experience, smoking certifications, awards, and first-person origin story signals that your barbecue is not a franchise formula—it's craft. This directly boosts your EEAT score (currently 48/100) and increases likelihood of mention in 'best authentic barbecue' queries.
- Write a 400–600 word biography of your head pitmaster or owner, including: name, years smoking barbecue, key certifications or awards, family barbecue tradition (if applicable), and philosophy on wood selection or technique.
- Create a new page at /about-the-pit-master (or similar) with the biography as the main content, a professional headshot, and a schema markup block (see below).
- Include at least 3–5 specific credentials or achievements (e.g., '15 years smoking brisket', 'Grand Champion, State BBQ Competition 2021', 'Food Safety Certified'); avoid generic statements.
- Add Person schema markup to the page with name, image, jobTitle, workLocation (link to your restaurant schema), and knownFor (smoking techniques, regional style, signature dishes).
- Link to this page from your homepage, footer, menu page author byline, and 'Contact the Pitmaster' CTA; ensure internal link anchor text uses the chef's name and 'Pitmaster' keyword.
Develop Conversational FAQ Answering 'Best Barbecue Sauce', 'Low & Slow vs. Hot & Fast', Dietary Needs — Conversational Content
Why it matters: Your conversational score is 52/100—the lowest among content categories except EEAT. LLMs are trained to extract answers from FAQ sections to respond to follow-up questions. Without FAQ schema targeting common barbecue debates ('low and slow' vs. hot-and-fast) and dietary needs ('vegetarian smoking options', 'gluten-free rubs'), you're invisible to comparative and niche restaurant queries.
- List 15–20 questions your customers or staff frequently ask (e.g., 'What's the difference between Texas and Carolina barbecue?', 'Do you have gluten-free options?', 'How long is a brisket smoked?', 'Can you smoke vegan dishes?').
- Write 40–60 word answers for each question in a conversational tone; use the first person ('We use oak and hickory because...') to reinforce chef expertise.
- Create a new FAQ page (/faq or /barbecue-qa) with all questions and answers; organize by category (Smoking Techniques, Dietary Needs, Catering, Hours & Reservations).
- Add FAQPage schema markup to the page (see schema code below), wrapping each Q&A pair in a Question/Answer object; validate using Rich Results Test.
- Link to the FAQ page from your main navigation or footer, and from specific menu items (e.g., link 'vegetarian options' directly to the dietary needs FAQ section).
<script type="application/ld+json">{"@context":"https://schema.org","@type":"FAQPage","mainEntity":[{"@type":"Question","name":"What woods do you smoke with?","acceptedAnswer":{"@type":"Answer","text":"We primarily use oak and hickory for our long smokes. Oak provides a mild, clean flavor that complements beef brisket, while hickory adds a slightly sweet, bacon-like note. We source all wood locally to ensure consistency and quality."}},{"@type":"Question","name":"What's the difference between low & slow and hot & fast barbecue?","acceptedAnswer":{"@type":"Answer","text":"Low & slow (225–250°F, 10–16 hours) creates tender, deeply smoked meat with a smoke ring. Hot & fast (275–325°F, 3–6 hours) is quicker and yields a crispier bark. We use low & slow for brisket and ribs to maximize flavor."}},{"@type":"Question","name":"Do you have vegetarian or vegan options?","acceptedAnswer":{"@type":"Answer","text":"Yes! We smoke portobello mushrooms, cauliflower steaks, and tofu using the same oak and hickory process as our meat. Ask our staff about seasonal vegetarian smokes when you visit."}}]}</script>
Add Review Snippets & Aggregate Ratings Prominently to Homepage & Service Pages — Local AI Presence
Why it matters: Your local_ai score is 79/100 (your strongest category), but review visibility on your owned site is still critical. AI engines confirm restaurant quality by looking for aggregate ratings and recent review snippets *on your homepage and service pages*. Prominent reviews act as mini-citations that validate your restaurant's legitimacy before an LLM recommends you.
- Extract your top 8–12 reviews from Google, Yelp, and other platforms; prioritize recent (within 6 months), 5-star, and specific praise (e.g., 'The brisket was perfectly smoked' vs. 'Great place').
- Create a 'Reviews' or 'What Our Guests Say' section on your homepage (below the fold or after an intro section); display 3–5 review snippets with reviewer name, rating, and quote.
- Add AggregateRating schema markup to your homepage header and each service page (menu, catering, hours) reflecting your Google rating (star count and review count).
- Update review snippets monthly; prioritize reviews mentioning specific dishes, catering success, or dietary accommodations to signal variety and customer service.
- Link review snippets to the full review on Google or Yelp; use UTM parameters to track click-through to external review sites.
Create llms.txt File Documenting Menu, Hours, Catering Options, Parking, & Reservation Policy — AI Citation
Why it matters: Your ai_citation score is 58/100—the second-lowest. llms.txt is an emerging standard for LLMs (OpenAI, Anthropic, Perplexity) to crawl restaurant metadata directly. Without it, AI engines either scrape your site inconsistently or skip critical info like catering policies and parking. This file acts as a 'source of truth' that LLMs prefer over HTML parsing.
- Create a plain-text file named llms.txt with sections: Menu (link to menu PDF or page), Hours (open/close times by day), Phone, Email, Address, Parking (e.g., 'Free lot, 20 spaces'), Catering (min party size, advance notice required, contact info), Dietary Accommodations (vegetarian, gluten-free options), Reservations (required/walk-ins accepted, booking link).
- Format the file clearly with markdown-style headers (e.g., '## Menu', '## Hours') to aid parsing; use plain language and avoid jargon.
- Place the file at the root of your domain: smokehouseonolive.com/llms.txt; ensure it's publicly accessible (robots.txt should not block /llms.txt).
- Submit the file URL to Bing Webmaster Tools (under 'Sitemaps') and note it in your robots.txt file (e.g., 'Allow: /llms.txt') for crawler discovery.
- Update llms.txt quarterly or whenever hours, menu, or catering policies change; monitor Search Console for any crawler errors.