AgentcyAlpha
Services/Web Intelligence/Review Intelligence

Review Intelligence

Reviews from Google, Yelp, and TripAdvisor — ratings analysis, reputation monitoring, and competitive benchmarking.

OVERVIEW

Review Intelligence is built into Agentcy's Web Intelligence engine. It's included with every plan, always active, and works alongside 100+ other data sources in the same query.

Analyze reviews across Google, Yelp, and TripAdvisor for any business — ratings, review volume, recent feedback, and competitive benchmarking. Understand what customers are saying about your business or your competitors, identify common themes in positive and negative reviews, and track reputation across locations and platforms.

This is critical for reputation management, local SEO strategy, and understanding customer sentiment in any market. Yelp is essential for restaurants, home services, and local businesses. TripAdvisor covers hotels, attractions, and the travel industry. Combined with Google Reviews, you get a complete picture of online reputation.

EXAMPLE QUESTIONS
11 SAMPLES

What are the Google reviews saying about my business?

Show me Yelp reviews for [restaurant name] in Austin

What's the average rating for my business on Google?

How do my reviews compare to local competitors?

What are the most common complaints in my Yelp reviews?

Find businesses with the best reviews for 'dentist' in Austin

What are TripAdvisor reviews saying about [hotel name]?

Show me 1-star reviews for [business name] on Google

Compare my Yelp rating vs top competitors in my area

What do TripAdvisor reviewers say about [attraction name]?

Show me recent Yelp reviews mentioning 'service' or 'wait time'

WHAT YOU CAN ASK ABOUT
10 EXAMPLES
Google star ratings (1-5) and review text
Yelp ratings, reviews, and business details
TripAdvisor ratings and traveler reviews
Total review count across platforms
Individual review text and ratings
Reviewer information (public profile)
Review dates
Business response to reviews (when present)
Rating distribution breakdown
Competitive rating comparison across platforms
REQUIREMENTS
Google Account
Not required
API Key
Not required
External Subscription
Not required
Domain Configuration
None — zero-config service
SETUP
1 STEPS
  1. 01

    Web Intelligence is included with every Agentcy plan. No setup needed.

DATA FRESHNESS

Reviews reflect the current state of each platform's database. New reviews appear as each platform processes them (typically within hours).

TIPS
5

Yelp requires a location — always specify the city or area when searching Yelp (e.g., 'Yelp reviews for pizza in Chicago')

Google occasionally filters or removes reviews — the review count and content may change unexpectedly

Reviews are public data only — you cannot see reviews that any platform has filtered out

Business name matching must be precise — ambiguous names may return results for the wrong business

TripAdvisor is strongest for travel — hotels, restaurants, and attractions. Other business types may have limited reviews

WORKS WELL WITH
3 SERVICES
OTHER WEB INTELLIGENCE CAPABILITIES
17

SERP Analysis

Google, Bing, DuckDuckGo, and Yahoo search results — organic rankings, SERP features, and competitor visibility.

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Google Trends

Seasonal demand patterns, trending topics, keyword interest over time, and geographic breakdowns.

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Google News

Industry headlines, brand mentions, PR monitoring, and breaking news coverage.

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Local Search & Maps

Local business listings, Google Maps results, competitor mapping, and local SEO visibility.

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Google Shopping

Product listings, price monitoring, competitor pricing, and shopping search research.

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YouTube Search

Video marketing research, competitor video analysis, transcript extraction, and content discovery.

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Amazon & Marketplace

Product research, pricing intelligence, marketplace trends, and competitor product monitoring.

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Autocomplete & People Also Ask

Keyword discovery, content ideas, question mining, and search suggestion analysis.

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Social Listening

Twitter/X monitoring, brand mentions, influencer discovery, and social media conversation tracking.

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Web Scraping

Extract content from any public webpage — competitor analysis, pricing pages, and content research.

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Image & Visual Search

Visual brand monitoring, image search results, and reverse image research across Google, Bing, and DuckDuckGo.

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App Store Intelligence

App search rankings, ratings, reviews, and competitive analysis across Apple App Store and Google Play.

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Travel Intelligence

Flight pricing, hotel rates, travel trends, and hospitality market research via Google Flights and Hotels.

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Job Market Intelligence

Job posting visibility, salary data, hiring trends, and employer branding research via Google Jobs.

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Event Discovery

Local events, conferences, and happenings — discover what's going on in any market via Google Events.

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Academic & Scholar

Research papers, citations, author profiles, and academic literature via Google Scholar.

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International Search

Search results from Baidu (China), Naver (Korea), and Yandex (Russia) for global SEO intelligence.

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