The Review Sites AI Checks for Your Industry (2026)

If ScoutRival’s Site Audit flagged “Review-platform footprint,” it means the review and directory sites AI leans on to validate businesses in your industry either don’t list you, or list you with a bare, unclaimed profile. Google reviews are table stakes — but the AI engines cross-reference a wider set of category-specific platforms, and the right ones depend entirely on what you do. This guide shows you which sites matter for your industry, how to claim them, and how to fill them out so AI has real evidence to cite.

Why review platforms matter for AI visibility

Large language models don’t take your homepage’s word for it. When someone asks ChatGPT, Gemini or Perplexity whether a business is trustworthy — or asks for the “best” option in a category — the model looks for independent confirmation across structured directories and review sites. Those platforms do two things for the model:

1. They confirm you’re a real, verified entity. A claimed profile with an address, category, hours and photos is a machine-readable fact sheet that agrees with your website and your map listings.
2. They supply quotable evidence. Review text — the actual sentences customers wrote — is exactly the kind of specific, attributable content a model likes to lift into an answer.

BrightLocal’s research has consistently found that directories make up a meaningful slice of the sources behind local AI answers, with Yelp alone appearing in roughly a third of AI local searches. This is graded MEDIUM evidence — it’s a strong, repeatedly observed correlation, not a proven causal lever — but the fix is cheap and it compounds with everything else in your authority stack.

The catch: AI weights category-relevant platforms most. A stack of Yelp and Facebook reviews helps, but for a plastic surgeon, a completed RealSelf profile is worth far more than another generic listing — because that’s where the model expects to find cosmetic-procedure evidence.

Find the review sites that matter for your category

Here’s the honest part: you don’t need to be on 40 review sites. You need the three to five that AI actually reads for your industry. ScoutRival’s audit maps these to your business archetype, but here’s the 2026 landscape.

Medical, dental & aesthetics

• Healthgrades — the default doctor/dentist directory; claiming it syncs your profile out to partner surfaces like Healthline FindCare and Sharecare.
• RealSelf — the de facto standard for cosmetic and med-spa procedures (Botox, fillers, laser, surgery), built around before/after documentation and procedure-level reviews.
• Plus Google, Yelp, and Zocdoc where you take appointments.

Legal

Lawyers have the richest category-specific ecosystem, and AI leans on it heavily:

• Avvo — nearly every licensed US attorney has a profile; completing your bio, case results and bar data raises the Avvo rating the model reads.
• Justia — free, comprehensive lawyer directory profiles.
• Super Lawyers, Martindale-Hubbell, FindLaw, Best Lawyers, and Chambers for the higher-authority editorial signals.

Home & local services

• Angi (formerly Angie’s List) — the dominant home-services directory; join the pro network or claim an existing listing.
• BBB — a free listing is available; paid Accreditation is optional. AI treats a clean BBB record as a trust signal.
• Plus Google and Yelp, which carry most of the local-services review volume.

SaaS & B2B software

• G2 and Capterra are the two most-cited software review destinations. As of February 2026, G2 owns Capterra, Software Advice and GetApp (acquired from Gartner) — so the data consolidates under one company, but each marketplace still has its own profile you claim separately.
• Expect a short delay: a new G2 review typically takes one to three days to publish after moderation.

If you’re not sure which archetype you fall into, ScoutRival’s Site Audit lists the exact platforms for your category and flags which ones you haven’t claimed.

How to claim and complete your profiles

The mechanics are similar across every platform: find your profile, prove you own the business, then fill in every field. A half-filled profile gets skipped — by both users and models.

1. Claim each priority platform. Start with the sites ScoutRival lists for your category:
   • Yelp — business.yelp.com → claim your page.
   • BBB — a free listing at bbb.org; Accreditation is a separate paid option.
   • Angi — “Join Our Pro Network → List my business,” or claim the listing if one already exists.
   • RealSelf — realself.com/dr/claimprofile.
   • Healthgrades — update.healthgrades.com (syncs to FindCare and Sharecare).
   • Avvo — complete your attorney bio, case results and bar data.
   • G2 / Capterra / GetApp / Software Advice — claim each one separately.
2. Complete every field. Categories, services, business description, hours, service area, and photos. The description is a chance to state your who/what/where in plain words — the same signal ScoutRival checks in the audit’s identity pillar.
3. Match your NAP exactly. Name, address and phone on every profile must match your website and your map listings, character for character. Mismatches split you into weaker half-entities — see our guide on NAP consistency.
4. Use one canonical brand name across all of them, so mentions consolidate onto a single entity rather than three near-duplicates.

Build a steady, honest review flow

A claimed-but-stale profile fades. What keeps a platform useful to AI is fresh, specific, brand-named review text.

1. Ask every satisfied customer, close to the moment they’re happy — after a successful treatment, a completed job, a renewed contract. A simple follow-up email or text with a direct link works best.
2. Nudge the phrasing that gets quoted. Encourage customers to mention the specific service and the city (“great Botox in Austin,” “roof replacement in Round Rock”). That’s the exact language a model lifts when someone asks about that service in that place.
3. Respond to reviews — every reply adds fresh, brand-named text on a high-authority domain, and it signals to both people and models that the business is active.
4. Keep it steady, not spiky. A trickle of genuine reviews every week beats 30 in one day (which platforms flag as suspicious anyway).

How to confirm it’s fixed

• Each priority platform for your category shows a claimed, fully-filled profile — not an unclaimed stub.
• Search your brand name + city: your claimed profiles rank on page one alongside your website and Google listing.
• Review counts are growing steadily month over month, and recent reviews mention specific services.
• Re-run ScoutRival’s Site Audit — the “Review-platform footprint” check should move toward green as your category profiles fill in.

Common mistakes to avoid

• Buying reviews or posting fake ones. This is the single worst move in this whole guide. Platforms detect and remove them, it can get your profile suspended, and it’s dishonest. A meaningful share of AI citations already goes to detectable review-farm spam — you do not want to be classified anywhere near it.
• Chasing every review site instead of the right ones. Forty thin, unclaimed profiles help less than four complete, category-relevant ones. Depth beats breadth.
• Leaving profiles half-finished. A claimed profile with no photos, no services and no description is barely better than an unclaimed one. Fill every field.
• Letting your NAP drift. An old suite number on one profile and a tracking phone number on another tells AI these might be different businesses. Standardise it everywhere.
• Going silent after the first burst. A profile with reviews only from two years ago reads as a business that may have closed. Keep the flow steady.
• Ignoring the category-specific platform because it’s extra work. For a med spa, RealSelf is worth more than three generic sites combined. Do the one that matters most for your field.

The bottom line

AI doesn’t decide you’re trustworthy from your own marketing — it looks for independent confirmation on the review sites that matter for your industry, and it quotes what your customers actually wrote. Claim the three to five category-specific platforms AI reads for your field, fill every field, keep your name and address identical across all of them, and run an honest, steady review flow that gets customers naming your service and city. It’s unglamorous, it compounds, and it’s completely within your control.

Not sure which review sites AI is checking for your category — or which ones you’ve left unclaimed? Run a free Site Audit with ScoutRival and get a prioritised, plain-English list mapped to your exact industry.