The alphaa blog
Getting found in the age of AI search
Practical, no-fluff guides on AI Search Optimization — how AI assistants decide what to recommend, and how to make sure it's you.
What Is LLM SEO? Definition and How It Works
LLM SEO is optimizing content so AI assistants like ChatGPT, Claude and Perplexity mention and cite you. What it means, how it differs from SEO, and what to do.
Read guideWordPress AI Search Optimization: A Step-by-Step Guide
How to make a WordPress site easy for ChatGPT, Claude, Gemini and Perplexity to read and cite: crawler access, robots.txt, schema, llms.txt and answer pages.
Read guideAlphaa vs Scrunch: Which AI Search Tool Fits? (2026)
Scrunch is a $250-a-month AI search platform for brand teams, now part of Sitecore; Alphaa is a $99 AI agent for one business. Price, engines and fit compared.
Read guideWhat Is an Answer Engine? Definition and Examples
An answer engine replies to a question with one written answer and its sources instead of a list of links. How answer engines work, examples, and what changes.
Read guideHow to Optimize Your Website for AI Agents (2026)
AI agents now click, fill forms and book for customers. How to optimize your website for AI agents: labelled HTML, visible prices and a short booking path.
Read guideAlphaa vs AthenaHQ: Which AI Search Tool Fits? (2026)
AthenaHQ is a $295-a-month AI search platform for marketing teams; Alphaa is a $99 AI agent for one business. Prices, engines, publishing and fit, compared.
Read guideHow General Contractors Get Recommended by AI
Homeowners now ask ChatGPT which remodeler to call. What general contractors must publish: license, project types, price ranges and service area, as facts.
Read guideHow to Show Up in Google AI Mode (2026 Guide)
Google says AI Mode needs no special markup, but it picks sources by query fan-out. What to publish, which pages get cited and how to measure it.
Read guideAlphaa vs Semrush: AI Agent vs SEO Suite (2026)
Semrush is an SEO suite that tracks AI visibility from $139 a month. Alphaa is a $99 AI agent that publishes the fixes. Prices, engines and who does the work.
Read guideWhat Is Generative Engine Optimization (GEO)?
What is generative engine optimization? A plain definition of GEO, where the term came from, how it differs from SEO, and the handful of things it involves.
Read guideHow Google AI Overviews Choose Sources (2026 Guide)
How Google AI Overviews choose sources: query fan-out, the two eligibility rules Google publishes, what schema does and does not do, and how to check citations.
Read guideOtterly AI vs Peec AI: Which AI Tracker Fits? (2026)
Otterly AI vs Peec AI compared on published prices, prompts, engines and audits as of October 2026, plus when a tracker is the wrong purchase altogether.
Read guideWhat Is AI Citation Share?
AI citation share is the share of AI answers in your category that cite your site. How it is calculated, how it differs from mention rate, and its limits.
Read guideHow to Measure AI Visibility (2026 Guide)
AI visibility is not traffic. The four metrics worth tracking, how to build a prompt set, what Search Console now shows, and what no tool can tell you.
Read guideAhrefs Brand Radar vs Semrush AI Visibility
Ahrefs Brand Radar and Semrush AI Visibility both track what AI answers say about you. Published prices, engines covered, and who does the work.
Read guideHow Property Managers Get Recommended by AI
Owners now ask ChatGPT who manages rentals in their city. What property managers must publish — fees, doors, markets — to be the one AI names back.
Read guideKeyword Research for AI Search: Prompts, Not Keywords
Keyword research for AI search starts with prompts, not search volume. How to build a prompt list, where real prompt data comes from, and how to use it.
Read guideProfound vs Peec AI vs Alphaa (2026 Comparison)
Profound, Peec AI and Alphaa all watch what AI assistants say about you. Published prices, engines covered, and which one actually writes the fix.
Read guideChatGPT vs Gemini vs Perplexity for Local Search
Where ChatGPT, Gemini, Perplexity and Claude get local recommendations, which crawlers to allow, and what to prioritise for each, based on published facts.
Read guideSEO vs AEO vs GEO: What Is the Real Difference?
A plain-English comparison of SEO, AEO and GEO: what each one optimises for, what it measures, where the tactics overlap, and what to do first.
Read guideThe Best AI Agent Tools for Local Business Marketing in 2026
An honest 2026 roundup of AI agent tools for local businesses: AI search visibility, phone answering, reviews, booking, social posts and ads, and who each fits.
Read guideAlphaa vs. BrightLocal: From Local SEO Tools to an AI Agent
An honest comparison for local owners and small agencies: a local SEO toolkit you operate yourself versus an AI agent that does the work to get you named.
Read guideAlphaa vs. Yext: Managing Listings vs. Managing AI Answers
An honest comparison of Yext and Alphaa for local and multi-location brands: what each does, who does the work, how pricing works, and when to use both.
Read guideAlphaa vs SEO Agencies: What $2,000 a Month Buys
A candid comparison for dentists, plumbers and lawyers choosing between a $2,000 monthly SEO retainer and Alphaa, including when an agency still wins.
Read guideLocal Business AI Readiness Study: 288 Sites
Original research: Alphaa ran its 23-point AI-readiness check on 288 dentist, plumber/HVAC, law firm, veterinary and restaurant websites across six US cities.
Read guideDo FAQ Pages Still Work for AI Search?
Google dropped FAQ rich results, but for AI search the Q&A format is the closest thing to a pre-extracted answer. What works, and how to write one.
Read guideHow Electricians Get Recommended by AI
Homeowners ask ChatGPT about permits, EV chargers and who to call. Why licence and safety signals decide the shortlist, and the fixes that work.
Read guideTraining Data vs Live Retrieval in AI Search
AI assistants answer from two completely different sources — what the model memorised during training, and what it fetches from the web while you wait.
Read guideHow Cleaning Companies Get Recommended by AI
Homeowners now ask ChatGPT which cleaner to hire. What engines can read about a maid or janitorial service, why most get skipped, and the fixes.
Read guideHow to Get AI Visibility for a Brand-New Website
A new site has no links, reviews or mentions, the exact signals AI engines use. The cold-start problem explained, and the order of operations that works.
Read guideHow Solar Installers Get Recommended by AI
Homeowners ask AI which solar company to trust before filling in a form. What engines read, why most installers get skipped, and the fixes that help.
Read guideDoes Page Speed Matter for AI Search?
Page speed matters for AI search, but as a fetch timeout rather than a ranking factor. What actually breaks, how to test it, and what to fix first.
Read guideHow Car Dealerships Get Recommended by AI
AI recommends dealerships that publish out-the-door pricing, crawlable inventory and financing terms. The playbook, including the VDP problem.
Read guideDo Brand Mentions Without Links Help Your AI Visibility?
Yes — and in AI search an unlinked mention often does more work than a link. Retrieval systems match on names and context, not on href attributes.
Read guideHow Home Care and Senior Care Agencies Get Recommended by AI
AI recommends agencies that publish their state licence, level of care, who pays and start times in plain text. Plus the payer page nobody has.
Read guideDoes AI-Generated Content Hurt Your AI Visibility?
AI-written content is not penalised for being AI-written. It fails because it says nothing worth retrieving. The four failure modes, and how to avoid them.
Read guideHow Pest Control Companies Get Recommended by AI
AI recommends pest control firms that name the pest, the treatment, the licence and the safety answer in plain text. The pest-by-pest playbook.
Read guideWhat Sources Do AI Engines Actually Cite?
AI engines cite a predictable mix of your site, review platforms, directories, forums, trade press and roundups. What each one is used for, and why.
Read guideHow Landscaping Companies Get Recommended by AI
AI recommends landscapers that publish what they do, where, in which season and at what price. The seasonal, service-area playbook that works.
Read guideDo City Landing Pages Still Work for AI Search?
City pages still work for AI search, but only with facts true of that place alone. The test, the build, and how many pages you should really publish.
Read guideHow Moving Companies Get Recommended by AI
AI recommends movers with a verifiable licence number, a specific radius and move type, and a consistent review record. The trust problem explained.
Read guideHow Staffing and Recruiting Agencies Get Recommended by AI
AI recommends staffing firms with a specific niche, verifiable placements and consistent profiles. Plus the two-sided problem no other vertical has.
Read guideHow Much Does AEO Cost? An Honest 2026 Price Breakdown
AEO in 2026 costs roughly $0 to $500 if you do it yourself, $30 to $300 a month for monitoring tools, and $1,500 to $10,000 a month for an agency retainer.
Read guideDo Comparison Pages Help You Get Recommended by AI?
Comparison pages are among the highest-leverage assets in AI search, because X vs Y is how buyers decide. How engines read them, and how to write one.
Read guideHow Insurance Agencies and Brokers Get Recommended by AI
When someone asks ChatGPT for an agent who writes contractor general liability in Georgia, the engines answer from what agencies have published.
Read guideHow MSPs and IT Support Companies Get Recommended by AI
Asked for managed IT at 40 seats with a compliance need, engines answer from what you published. What actually decides whether an MSP gets named.
Read guideDoes Paid Advertising Affect AI Recommendations?
Ad spend does not make ChatGPT or Gemini recommend you, though it can move visibility indirectly. The honest mechanism, and where the money is wasted.
Read guideHow Chiropractors Get Recommended by AI
When a patient asks ChatGPT for a chiropractor who treats sciatica, engines answer from reviews and plain text. What decides whether you get named.
Read guideDo Social Media Profiles Affect AI Search?
Social profiles influence AI recommendations indirectly — as entity confirmation and as text an engine can read — not as a popularity score.
Read guideHow Hair Salons and Barbershops Get Recommended by AI
Asked for a barber or a salon that does curly hair, engines answer from reviews and site text, not your Instagram grid. The fixes that matter most.
Read guideDo AI Engines Read PDFs and Images?
AI assistants read PDFs reasonably well and images barely at all. What gets extracted, what does not, and how to rescue facts trapped inside a JPG.
Read guideHow Roofing Contractors Get Recommended by AI
Homeowners ask AI who to call after a hailstorm. Engines answer from licence records, claim language, warranty terms and reviews. The playbook.
Read guideDirectory Listings and NAP Citations in AI Search
Directories are corroboration sources now, not traffic sources. Which listings AI assistants check, and how to fix the ones that contradict your site.
Read guideHow Wedding Vendors Get Recommended by AI
Couples ask ChatGPT for shortlists before they open The Knot. Engines answer from marketplace profiles, capacity, pricing and real reviews, not ads.
Read guideE-E-A-T, Author Bios and AI Search: What Counts
AI engines do not score E-E-A-T directly, but they quote the pages carrying it. What an author bio and About page really do for your citation odds.
Read guideHow Therapists Get Recommended by AI
AI assistants answer "find me a therapist" mostly from directory profiles, insurance and licence records, rarely from a practice's own website.
Read guidePricing Pages and AI Recommendations: Publish?
AI answers how much something costs whether you publish a price or not, using someone else's number. What a quotable pricing page looks like.
Read guideHow Financial Advisors Get Recommended by AI
AI assistants answer "who should manage my money" from regulator filings, fee-only directories and specialist coverage — rarely from an advisor's own website.
Read guideDo YouTube Videos Show Up in AI Answers?
AI assistants do cite video, but almost never by watching it. They read the title, description and transcript. How to make a video genuinely citable.
Read guideHow Hotels and B&Bs Get Recommended by AI
Travellers plan by asking AI, which answers from booking sites and review platforms. How properties get named, and the specificity problem to fix.
Read guideDo Press Releases and News Coverage Help Your AI Visibility?
Paid wire distribution does little for AI visibility; real editorial coverage does a lot. The difference engines detect, and how to earn a mention.
Read guideDoes Your Google Business Profile Feed AI Answers?
Your Business Profile is not wired into ChatGPT, but it is the most copied description of you online. Which fields matter and how the data travels.
Read guideDoes Content Freshness Matter for AI Search?
Freshness matters to AI engines, but not the way SEO folklore suggests — it is about retrievability and verifiable dates, not edit frequency.
Read guideDo Wikipedia and Wikidata Affect Your AI Visibility?
Wikipedia and Wikidata are unusually influential sources for AI assistants — but most businesses do not qualify for either, and trying to force it backfires.
Read guideHow Ecommerce Brands Get Their Products Recommended by AI
AI assistants recommend products they can describe with specifics: price, materials, sizing, returns. The product page and off-site setup that works.
Read guideWhy AI Recommends Your Competitor Instead of You
If AI names a competitor and not you, they are easier to describe, not better. The diff-based diagnostic that finds the exact missing evidence.
Read guideHow to Get Recommended by Microsoft Copilot
Copilot grounds answers in the Bing index, so the levers differ: bingbot access, Bing Webmaster Tools, IndexNow and a claimed Bing Places listing.
Read guideHow Gyms and Fitness Studios Get Recommended by AI
AI recommends the gym it can describe best: class schedule, published pricing, and who the gym is for. The playbook for studios and trainers.
Read guideHow to Get Into the "Best Of" Lists AI Recommends From
When ChatGPT names the best plumber or CRM it is usually paraphrasing a third-party roundup. How those lists get built, and how to be considered.
Read guideHow Multi-Location Businesses Get Recommended by AI
AI recommends a branch, not a brand. Why interchangeable location pages lose, and how to make each location its own retrievable, distinct entity.
Read guideDo Backlinks Still Matter for AI Search?
Backlinks still matter for AI search, but indirectly. What engines actually reward is being described by credible third parties, with or without a link.
Read guideHow Auto Repair Shops Get Recommended by AI
AI assistants recommend the shops they can describe precisely: makes serviced, diagnostic fee, warranty, certifications. The playbook for garages.
Read guideChatGPT Is Wrong About My Business. How Do I Fix It?
You cannot edit a model's memory, so you fix the sources it reads. How to tell stale training from bad retrieval, and the correction order that works.
Read guideHow Veterinary Clinics Get Recommended by AI
AI recommends the vet practices it can describe precisely: species treated, emergency hours and pricing. The playbook for clinics and hospitals.
Read guideHow to Write Content AI Actually Quotes
AI engines cite passages, not pages. How retrieval chunking works, and the paragraph-level rules that make your writing liftable into an answer.
Read guideHow Accountants and CPA Firms Get Recommended by AI
AI assistants name accounting firms that are specific about who they serve, verifiable through licence and directory records, and well reviewed.
Read guideJavaScript Rendering and AI Crawlers: The Fix
Many AI crawlers fetch raw HTML and don't wait for JavaScript to run. If your site renders content client-side, the crawler may see an empty shell.
Read guideDoes Reddit Affect AI Search? Why Mentions Decide
AI assistants lean on Reddit, review sites and forums because independent sources are the only way to verify a claim. How to earn them honestly.
Read guideWhy AI Answers Change Every Time You Ask
AI assistants are non-deterministic and re-retrieve the web on every question, so the same prompt can name your business once and skip you the next time.
Read guideHow to Track AI Traffic in Google Analytics
AI assistants send real referral traffic, but GA4 hides it in Referral and Direct. How to build a reliable AI channel, and what it cannot tell you.
Read guideAI Crawlers and robots.txt: Which Bots to Allow
AI companies run two different kinds of bots: training crawlers that feed the models, and retrieval agents that fetch your pages to answer a question right now.
Read guideHow Long Does AEO Take to Work? An Honest Timeline
AEO is not instant, but it is not a 12-month wait either. Some signals update in days, consensus takes months. An honest timeline of what changes when.
Read guideHow to Get Your Business Recommended by Claude
Claude answers from training plus web retrieval, so recommendation means being clearly described and well corroborated. The practical playbook.
Read guideAEO vs GEO: Is There Actually a Difference?
AEO and GEO describe nearly the same discipline under two names. What each term means, where they diverge, and why the label matters less than the work.
Read guideHow to Get Your Business Recommended by Google Gemini
Gemini answers through Google's index, knowledge graph and live retrieval, the same engine behind AI Overviews. The practical playbook for businesses.
Read guideEntity SEO: How AI Engines Figure Out Who Your Business Is
Before an AI engine recommends you it must be sure who you are. Entity SEO resolves your business into one consistent identity across the whole web.
Read guideHow Real Estate Agents Get Recommended by AI
When a buyer asks ChatGPT for a good agent nearby, the answer comes from reviews, sold listings and consistent profiles, not ads. The playbook.
Read guideFrom SEO to AEO: The 90-Day Playbook
A concrete 90-day plan to move from ranking on Google to getting recommended by AI: three phases of measure, fix and build, with the exact tasks.
Read guideAI Search Statistics 2026: Who Asks AI First
The verified numbers on AI search in 2026, every figure sourced with its qualifier intact, plus the widely misquoted ones we deliberately flag.
Read guideAI Overviews and Local Business Traffic: The Impact
Google's AI Overviews answer commercial searches on the results page, often without a click. How they work, why traffic falls, and how to get cited.
Read guideWhy Your Google Reviews Now Decide Your AI Visibility
Do Google reviews affect ChatGPT recommendations? Yes — reviews are one of the most-read third-party signals AI engines use to decide who to name.
Read guideYour Next Customer Is Asking ChatGPT First
65% of consumers now use AI tools to research products before buying (Clutch, 2026), and ChatGPT serves 800M+ weekly active users (OpenAI, 2025).
Read guideIs Your SEO Agency Worth It? A 10-Minute Audit
A ten-minute audit to judge whether your SEO agency earns its retainer: six checks you can run with no tools, and what a good answer looks like.
Read guideZero-Click Search: Two Thirds of Searches End Cold
Roughly two-thirds of Google searches now end without a single click to any website (SparkToro/Similarweb, 2026) — up from around 60% in 2024.
Read guideHow Med Spas Get Recommended by AI
When someone asks AI for a good med spa nearby, the answer comes from your profile, reviews and treatment pages, not ads. The honest playbook.
Read guideHow Law Firms Get Recommended by AI
Law firms get recommended when the public record is complete and verifiable, not when a vendor promises the top spot. Plus how to spot the scams.
Read guideThe Death of the Blue Link: Why #1 No Longer Pays
Ranking #1 still works — it just delivers fewer visitors, because roughly two-thirds of Google searches now end without a click to any website.
Read guideHow HVAC & Plumbing Companies Get Recommended by AI
When a homeowner asks AI for a good plumber or HVAC company, the answer comes from your profile, reviews and service pages. The trades playbook.
Read guideHow Dentists Get Recommended by ChatGPT and Google AI
When a patient asks ChatGPT for a good dentist nearby, the answer comes from your profile, reviews and service pages, not ads. The honest playbook.
Read guideGoogle AI Overviews for Local Businesses: How to Show Up
AI Overviews pull from the same local signals as the map pack, then synthesise an answer. How a local business earns a mention in one, honestly.
Read guideBest AEO Tools in 2026: An Honest Comparison
The best AEO tool depends on who you are: agencies and analysts need tracking depth, while local businesses need something that also fixes what it finds.
Read guideHow to See What ChatGPT Says About Your Business
To see what ChatGPT says about you, ask it directly, then repeat across Claude, Gemini and Perplexity. The exact prompts, and one much faster method.
Read guideHow to Create an llms.txt File for Your Website
A step-by-step guide to llms.txt: what it is, why it matters for AI search, and how to write and host one, with a copy-paste template to start from.
Read guideAEO vs SEO: Why Traditional Agencies Fall Short
Should you hire an SEO agency or invest in AEO in 2026? A clear, honest comparison of cost, speed, and where customers actually find you — Google's links vs.
Read guideAEO for SaaS: Getting Your Software Recommended
When buyers ask AI for the best software in your category, what gets you named? The non-local AEO playbook for SaaS: reviews, comparisons, docs, schema.
Read guideHow Restaurants Get Recommended by AI
When diners ask ChatGPT or Google AI for the best spot near them, AI leans on your Google Business Profile, reviews, menu details, and consistent listings.
Read guideHow Local Service Businesses Get Recommended by AI
When someone asks ChatGPT for the best dentist, plumber, or clinic nearby, AI leans on your Google Business Profile, reviews, and consistent local citations.
Read guideSchema Markup for AI Search: A Practical Guide
What JSON-LD schema is, why it matters for AI search, and copy-paste examples for LocalBusiness, FAQPage and Organization, plus how to validate it.
Read guideHow to Get Your Business Cited on Perplexity
Perplexity retrieves live and shows sources inline, so citation comes down to being recent, clear and quotable. A practical playbook for businesses.
Read guideThe AEO Checklist: What Decides AI Recommendations
A skimmable checklist of the signals that decide whether AI engines recommend your business, grouped by foundations, content, reviews and technical.
Read guideIs AEO Real? The Truth About Answer Engine Optimization
Yes, AEO is real, because it is rooted in how AI assistants retrieve and synthesise answers. The honest mechanism, its limits, and how to spot hype.
Read guideHow to Get Your Business Recommended by ChatGPT
ChatGPT recommends businesses it sees described consistently and positively across the web. Here's exactly how to earn those signals — and what doesn't work.
Read guideWhat Is Answer Engine Optimization (AEO)?
AEO is optimising your content and signals so AI answer engines discover, cite and recommend you. How it works, and how to get started this week.
Read guide