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How to audit your online reputation (reviews + sentiment 2026 guide)

The 7 reputation signals that decide whether new customers trust you before they meet you - Google Business Profile, industry-specific platforms, review velocity, owner response pattern, on-site signals (AggregateRating schema, embedded widgets, video testimonials), social mentions + sentiment, and AI-generated review detection.

By Adam SavageFounder of AuditHQ~10 min read

TL;DR - the 7 reputation signals that shape your trust score:

  1. Google Business Profile - rating, review count, recency, response pattern
  2. Industry-specific platforms - Trustpilot, G2, Capterra, ProductReview, Hipages, ABIA (varies by industry)
  3. Review velocity - new reviews per month vs your category baseline
  4. Owner response pattern - how fast, how thoroughly, what tone
  5. On-site signals - embedded review widgets, AggregateRating JSON-LD, video testimonials
  6. Social mentions + sentiment - Facebook, Instagram, LinkedIn, X, Reddit
  7. AI-generated review detection - overly polished, identical phrasing, suspicious velocity

If your reputation scores 5+, prospects trust you before meeting you. Sub-3 and you're losing buyers at the search-engine results page. Start Full Audit → Account required.

Why reputation matters more in 2026 than ever

Three shifts compounded:

  1. AI engines cite reviews in their answers. Ask Perplexity "best [your category] in [your city]" - the answer is drawn from Google Business Profile, Trustpilot, G2, and industry-specific platforms. The businesses cited are the ones with strong public review signals.
  2. Buyers research before they enquire. Per BrightLocal's 2024 Local Consumer Review Survey, 87% of consumers read reviews for local businesses, and per G2's 2024 Buyer Behavior research, 90%+ of B2B buyers read peer reviews before purchasing software.
  3. Response quality is now a signal. Per Google's Business Profile help center, responding to reviews is rewarded. A 4.2 with thoughtful owner responses outranks a 4.7 with no responses.

Reputation is a buying decision made before anyone speaks to you. The audit shows you what those buyers see.

The 7 signals

1. Google Business Profile - the local search anchor

For any local business, Google Business Profile (GBP) is the front door. For SaaS / online businesses, Google often shows the GBP card for branded searches.

  • Rating - 4.5+ is competitive in most categories. Below 4.0 starts to hurt.
  • Review count - 50+ for established local; 150+ for premium; 500+ for category leadership.
  • Recency - at least one review in the last 30 days.
  • Owner responses - both positive and negative reviews responded to.
  • Photos - business photos > user photos in count and quality.
  • Q&A section - questions answered by the business, not just by random helpful strangers.
  • Profile completeness - hours, description, categories, attributes, posts all filled.
  • Posts - Google Posts updated within the last 30 days.

2. Industry-specific platforms - pick the right battles

CategoryPlatforms
B2B SaaSG2, Capterra, GetApp, Software Advice, TrustRadius
Restaurants / HospitalityTripAdvisor, OpenTable, Zomato, Yelp
Retail / ConsumerProductReview.com.au, Trustpilot, Amazon
Services / TradesHipages, ServiceSeeking, Word of Mouth, Oneflare
HotelsBooking.com, Expedia, TripAdvisor, Google Hotels
HealthcareGoogle, Healthshare, RateMDs
Real EstateRealEstate.com.au, Domain agent reviews, Google
AutomotiveGoogle, CarSales, ProductReview
Wedding / BridalABIA.com.au, EasyWeddings, The Bride's Tree, Hitched

3. Review velocity - the freshness signal

  • New reviews per month over the last 12 months
  • Compare to category baseline - for active local businesses, 4+ new reviews/month is healthy
  • Trend direction - accelerating or decelerating?
  • Burst patterns - sudden spike of reviews followed by silence often signals incentivised reviews, which Google explicitly bans and detects

4. Owner response pattern - tone, speed, frequency

  • Response rate - 80%+, especially negative ones
  • Response speed - same week is acceptable, same day is excellent
  • Response tone - professional, gracious, specific. Generic copy-paste responses now visible as templated
  • Negative review handling - acknowledge the issue, name the resolution, invite offline follow-up

5. On-site signals - making the reputation visible

  • Embedded review widget - Trustpilot TrustBox, G2 widgets, Senja, EmbedSocial, ReviewsIO
  • AggregateRating JSON-LD schema - so search results show stars
  • Named testimonials with photos, titles, and verifiable companies
  • Video testimonials - 2-3× trust weight vs text
  • Review acquisition CTA - "Leave us a review" link in email footers, post-purchase emails

The AggregateRating schema piece is a 1-minute fix that lifts CTR per Google's Search Central guidance on review snippets. The same JSON-LD discipline ties into the broader technical-health audit guide.

6. Social mentions + sentiment

  • Facebook page rating + recommendation percentage + review count
  • Instagram tagged-post sentiment
  • LinkedIn company page activity, employee posts mentioning the company
  • X/Twitter mentions - use Brand24 or Mention
  • Reddit - high-trust source. A positive Reddit thread carries 10× weight of a paid endorsement.

7. AI-generated review detection - the new fraud signal

A 2024+ problem. Per the FTC's 2024 ruling on fake reviews, this is now actionable in the US.

  • Pattern signals - multiple reviews with similar phrasing structure, overly polished language
  • Velocity signals - burst of reviews in a 2-week period followed by silence
  • Photo signals - reviewer profile photos that look stock or AI-generated
  • Time-of-day signals - reviews posted in a tight time window (suggests batched)

Worked example - a real SMB we audited

Composite score: 28/100 - Grade F

The reframe up front: the offline reputation is almost certainly very good - strong client work, repeat referrals, glowing word-of-mouth. The score is not a judgement on the business. It's a measure of visibility. The reputation exists; it's just not captured anywhere a prospective buyer can see it.

The site is a small service business with several years of experience, an active booking system, and a polished website. And yet - when a prospect searches the business online, they find almost nothing.

The audit found:

  • No visible Google Business Profile. No claimed listing surfacing in branded search. Zero reviews findable on Google. No star rating in the SERP.
  • 0 reviews on every platform. Not on Google. Not on Facebook. Not on Trustpilot. Not on any industry-specific directory. Not anywhere.
  • No testimonials on the website. No review widget, no quote section, no AggregateRating JSON-LD.
  • No directory presence. Absent from every industry-specific directory prospects in this category actually use.
  • Competitor benchmark: the dominant local competitor has an order of magnitude more reviews (hundreds verified on Google), active industry-directory membership, multiple industry award placements, and editorial feature placements. A mid-market local has dozens of verified directory reviews and an award finalist placement. The audited business competes against that with zero.

Score breakdown

CategoryScoreKey finding
Google Business Profile5/100No GBP confirmed visible; zero reviews surfaced
Industry Review Platforms10/100Not listed on any industry-specific directory
Social Media Reputation25/100Site exists; social profiles not publicly surfaced
Review Response Management0/100No reviews to respond to anywhere
Review Velocity & Trend0/100No volume; no trend data
Competitive Position15/100Significantly behind every named competitor

Three actions that move the score from 28/F to ~55/C in under a month:

  1. Today (20 minutes): claim the Google Business Profile. Go to google.com/business, claim or create the listing, set categories, add 10+ real project / event photos, complete every field, verify by postcard or phone.
  2. Week 1 (~2 hours of personal emails): the past-client outreach campaign. Pull every past client from the last 2-3 years. Write a short personal email - not a newsletter blast - asking for a Google review with the direct review link. Personal messages get 3-5× response rates. 20-30 personalised emails typically yields 8-12 reviews within two weeks.
  3. Month 1 (~5 hours): the directory + testimonials + post-job sequence. List on every industry-specific directory in your category. Add a testimonials section to the website with named clients, context, and consenting photos. Set up a permanent post-job sequence: a personal thank-you message 3 days after delivery with a direct review link. After 2 weeks, one gentle follow-up. Never a third reminder.

Under 10 hours of focused work moves this business from "invisible to brides doing comparison research" to "credibly present alongside competitors." This is the largest reputation delta available to any SMB in this article - because the floor was zero. Bracket this with the marketing conversion audit guide (where the 6-vs-550 review gap is the headline conversion risk) and the AI readiness audit guide (where review signals feed AI citation candidate pools).

Run it on your site automatically

Start Full Audit → Create an account to review public website findings, supporting evidence, and a prioritised action plan in a Full Audit.

FAQ

Q: We've never had a negative review and our rating is 5.0. Is that good?

A: It's actually a yellow flag in 2026. Buyers know that no business is perfect. A 5.0 with 8 reviews looks suspicious; a 4.7 with 80 reviews looks earned. The goal is credible, not perfect.

Q: Should we ask customers to leave reviews?

A: Yes - but ethically. Don't offer incentives (Google explicitly bans this and detects it; the FTC's 2024 fake-review rule makes it actionable in the US). Don't filter who you ask (only happy customers = pattern Google sees). Email all recent customers with a one-click link, neutral language. Some will leave a review; most won't. That's healthy.

Q: How do I respond to a negative review without sounding defensive?

A: Acknowledge the specific issue, name what you would do differently, offer to take it offline ("Email me directly at..."). Don't argue facts in public. Don't blame the customer. The response is for future buyers reading it, not the original reviewer.

Q: Does Trustpilot matter for my category?

A: Depends. For UK/EU consumer brands, yes. For Australian B2B SaaS, G2/Capterra matter more. For Australian local services, Google Business Profile + ProductReview.com.au matter more than Trustpilot. For wedding vendors, ABIA + EasyWeddings + The Bride's Tree matter more than any of the above.

Q: How often should I audit reputation?

A: Monthly is reasonable for active businesses. Quarterly is the floor. After any product/service change. After any PR moment (good or bad). The signals shift faster than people expect.

Written by Adam Savage, Founder of AuditHQ - 17 years building digital products. Last updated 13 May 2026.