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Market/Categories/Marketing & Sales/Sour Grapes

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

Sour Grapessourgrapes.ai

Sour Grapes automatically scans Facebook comments on page posts and ads, using AI-powered sentiment analysis and keyword filters to hide negative comments, thereby increasing RoAS and protecting brand equity.

Marketing & Salessourgrapes.aiTracked since 2026-08-211 discovery source
114Backlinks
88Referring domains
12Domain authority
-13.3%Referring domains · 90 days

Authority & distribution

How strong is Sour Grapes’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

114Current snapshot

Referring domains

88Current snapshot

Authority

12Domain authority · category median 22

90-day move

-13.3%Referring domains, last 90 days
At 12, Sour Grapes sits below the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

See the trajectoryOpen the full profile

AI referral visibility

Which AI assistants are already sending Sour Grapes traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What Sour Grapes is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“Sour Grapes”

Sour Grapes automatically scans Facebook comments on page posts and ads, using AI-powered sentiment analysis and keyword filters to hide negative comments, thereby increasing RoAS and protecting brand equity.

Marketing & SalesSeen 2026-08-21 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://sourgrapes.ai

Observed across 1 discovery source.

Research questions

What the evidence answers about Sour Grapes.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What does Sour Grapes do, and what problem does it solve?

Sour Grapes automatically scans Facebook comments on page posts and ads to hide negative ones. It uses AI-powered sentiment analysis and keyword filters to protect brand equity and increase return on ad spend (ROAS).

Who is the target audience for Sour Grapes?

The product is for marketers, social media managers, and brand owners running Facebook ads and posts who need to protect their brand reputation from negative comments. Testimonials come from an influencer, a social media manager, and an e-commerce store owner.

What features or surfaces does Sour Grapes offer?

It offers real-time sentiment analysis using natural language processing, customizable keyword lists, 24/7 comment monitoring on ads and posts, a dashboard to see hidden comments and stats, and fully automatic moderation with no human intervention required.

How is Sour Grapes priced or packaged?

The pricing section indicates a 7-day free trial is available, and users pay only for the comments scanned, as mentioned in the 'Cutting Costs' feature list.

What is Sour Grapes used for, and in what situations?

It is used for brand protection and comment moderation on Facebook. It is particularly useful for managing social validation on ads and posts, pruning negative comments that can harm conversions and engagement, as stated by an influencer, a social media manager, and an e-commerce store owner.

What is Sour Grapes?

Sour Grapes is an AI-powered tool for automatic Facebook comment moderation that hides negative comments to protect brand reputation and improve ad performance.

Behind the lock

Unlock full Sour Grapes intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured