Online Reviews Management in 2023
Reviews matter more in 2023 than they did in 2022. The reason is not new platforms or new algorithms — it is the rise of AI answer engines. Bing Chat, Perplexity, and Google SGE all pull from review platforms when generating responses to “best X in Y” queries. That means review volume, recency, and sentiment now feed two layers of visibility: the local pack you have always cared about, and the AI summary surfaces that are becoming a real traffic source. Here is the 2023 review management playbook.
Why do reviews matter more in 2023?
Three reinforcing reasons:
The local pack still rewards review velocity and recency. This has been true for years. Volume, recency, and rating remain among the strongest local pack ranking signals. A business with 80 reviews at 4.6 stars outperforms a business with 12 reviews at 4.9 stars on visibility in most categories.
AI answer engines pull review content into summaries. When users ask “best plumber in Denver,” AI responses synthesize answers from Google, Yelp, BBB, and industry-specific platforms. Specific phrases from reviews show up in summaries.
Trust signals carry more weight as AI search matures. E-E-A-T is more important in 2023 than it was in 2021, and reviews are among the cleanest external trust signals you can build.
A direct answer: Reviews drive visibility in three surfaces in 2023 — Google local pack rankings, AI answer engine summaries, and traditional search trust signals. Businesses that systematically request, respond to, and learn from reviews compound advantages across all three.
What is the right review request workflow?
In our data across 200 small business sites, the workflow that consistently produces the highest conversion rate is a text message follow-up sent two to four hours after service completion. Specifically:
- Channel: SMS first, email second, in-person ask third
- Timing: 2 to 4 hours post-service for transactional work; same-day for appointments
- Link: one-tap deep link to your Google review form (avoid generic review request pages)
- Message: short, personal, includes the customer’s name and the service performed
- Follow-up: one polite reminder after 48 hours if no review left
Conversion rate by channel in our data:
- SMS: 28% to 35%
- Email: 5% to 8%
- In-person ask only: 12% to 18%
- Print card or QR code: 3% to 6%
SMS wins decisively. The tradeoff is that SMS requires explicit consent under TCPA rules — get it during checkout or onboarding.
What platforms should you prioritize?
The platform priority depends on your industry, but for most local service businesses the 2023 priority order is:
- Google Business Profile (always #1 — the local pack signal compounds)
- Facebook (still relevant for awareness and trust)
- Yelp (highly relevant in food, hospitality, and some professional services)
- BBB (relevant for trust signals in regulated industries)
- Industry-specific platforms (Houzz for home design, Healthgrades for medical, Avvo for legal, Angi for home services)
A direct answer: Google Business Profile is the highest-priority review platform for every local business in 2023 because Google reviews directly feed the local pack ranking algorithm and are pulled into AI answer engine summaries. Industry-specific platforms follow based on relevance to your category.
How should you respond to reviews?
The 2023 standard for review response:
Positive reviews (4-5 stars): respond within 48 hours, mention the customer by first name, reference the specific service or experience, keep it brief and warm.
Neutral reviews (3 stars): respond within 24 hours, acknowledge the experience, offer to make it right offline, do not get defensive.
Negative reviews (1-2 stars): respond within 24 hours, do not argue or explain in public, provide a direct contact path, take resolution offline.
Public review responses are read by future customers as carefully as the reviews themselves. They are content marketing as much as customer service.
Should you use AI to respond to reviews?
We do not recommend it. Auto-generated review responses tend to be generic, repetitive, and recognizable. Customers can tell, and so can Google. The 90 seconds it takes to write a personal response is worth the trust dividend.
A direct answer: Auto-generated review responses are not recommended in 2023. The generic phrasing damages trust and Google’s local algorithm appears to weight personalized responses more highly. Write personal responses; the 90 seconds per review pays back in trust and ranking signals.
If you must use AI for review responses, treat it as a draft input that requires substantive editing for every reply — not as an auto-publisher.
How do AI answer engines use reviews?
In our testing across “best X in Y” queries in mid-2023:
- Bing Chat pulls aggregate ratings and specific review phrases from Google, Yelp, and Facebook
- Perplexity cites review platform URLs as part of its source list, with snippets quoted directly
- Google SGE summarizes review sentiment in its responses for local queries
The implications:
- Sentiment matters: AI summaries reflect the aggregate sentiment of your reviews
- Specific phrases matter: phrases customers use repeatedly show up in AI responses
- Recency matters: old reviews get less weight than recent ones
- Cross-platform consistency matters: a 4.8 on Google and a 3.2 on Yelp creates dissonance in summaries
What does the right cadence look like?
For a typical small business in 2023:
- Weekly: respond to all new reviews
- Bi-weekly: review the metrics — total volume, average rating, response rate, response time
- Monthly: audit your request workflow conversion rate
- Quarterly: review competitor review velocity and identify gaps
For multi-location operators, add a monthly cross-location comparison to identify outliers and best-practice opportunities.
What about review aggregation tools?
In 2023, the reputable review management platforms are Birdeye, Podium, GatherUp, BrightLocal, NiceJob, and Grade.us. They all do roughly the same things: aggregate reviews across platforms, automate requests, manage responses from a unified inbox, and report on metrics.
The right time to add a platform is when you have more than one location, more than 50 reviews per month coming in, or a multi-person team that needs a shared inbox. Below that threshold, a manual process works fine.
What is the right metric to track?
The metric that best predicts ranking and revenue impact in our data is review velocity: new reviews per month, particularly the rolling 90-day count. Volume and rating both matter, but velocity is the leading indicator that the local pack algorithm appears most responsive to.
Track:
- Monthly new reviews (volume)
- Rolling 90-day review velocity
- Average rating (current and 90-day rolling)
- Response rate (percentage of reviews with an owner response)
- Average response time
A direct answer: The single most predictive review metric in 2023 is review velocity over a rolling 90-day window. Volume and rating matter, but the rate at which fresh reviews are coming in is the leading indicator of local pack ranking and AI summary inclusion.
What is the legal and platform risk?
Two ongoing risks:
Platform terms: Google, Yelp, and others have strict policies against incentivized reviews, fake reviews, and review-gating (only asking happy customers). Violations risk profile suspension.
FTC enforcement: the FTC has been more active in 2023 on review-related deceptive practices. Disclosure rules around incentivized reviews are tightening.
The safe pattern: ask every customer for a review, do not incentivize, do not filter by anticipated rating, and respond professionally to whatever comes in.
Where do you start?
For help building or improving a review program, see our reputation management services, local SEO services, or browse Frostbite locations.
Where can I read more?
Google’s review guidelines and the BrightLocal Local Consumer Review Survey (updated annually) are the two most useful resources.
FAQs
How many reviews do I need to rank in the local pack?
Volume thresholds vary by category and city. In most competitive categories, 40 to 80 reviews is the meaningful range. Above that, recency and rating matter more than additional volume.
Should I incentivize reviews?
No. Google, Yelp, and FTC rules all prohibit or restrict incentivized reviews. The risk-to-reward ratio is bad.
How do I handle a fake negative review?
Report it through the platform’s standard process. Google’s review flagging system removes a meaningful percentage of clearly policy-violating reviews within 1 to 4 weeks.
Does responding to reviews affect rankings?
Yes, indirectly. Response rate and response time are local algorithm signals. The bigger benefit is trust signaling to future customers.
What is the right response time?
Within 24 hours for negative or neutral reviews; within 48 hours for positive reviews.
Reviews in 2023 drive visibility across local pack, AI summaries, and trust signals. If you want a hand building a systematic review program, request a Frostbite reputation snapshot.
Why Online Reviews Management Matters for Your Business
The right approach to online reviews management is what separates the businesses that grow from those that stall. Frostbite Marketing has built online reviews management programs for service businesses across all 50 states, combining proven SEO fundamentals with the new realities of AI-driven search.
How Frostbite Marketing Approaches Online Reviews Management
Our online reviews management methodology starts with a free strategy call. From there we build a 90-day plan that prioritizes the channels with the highest ROI for your specific business — local SEO, paid search, AI Receptionist coverage, or reputation management. Start a free consultation to see how it works.
