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Verified Oct 15, 2026

LightFeed

Verified Oct 15, 2026 Active
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AI web-extraction engine sold to retailers as competitor pricing, assortment, and SEO monitoring.

retail intelligenceprice monitoringweb data extractionContact sales

Listed on EffectHub ·

Web · API
Screenshot of the LightFeed website
#2862
lightfeed.ai as we captured it — our own screenshot, not the vendor’s press image.

Pricing

Pricing model
Contact sales

No pricing figures published; the site links to a pricing page but does not display tier prices.

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Overview

About LightFeed

Lightfeed is a competitor-intelligence platform marketed to retailers and brands under the name Lightfeed by Revar. It tracks competitor pricing and promotions, flags minimum-advertised-price violations across a distribution network, matches competing SKUs automatically across more than 1,000 retailers, and surfaces competitor SEO keyword shifts. A chat interface lets users query the underlying data in plain language, and the platform offers API access plus CSV/Excel export for pulling data into other systems. This is a retail pricing and SEO monitoring tool, not a news-summary service, regardless of how the source listing categorized it. The site does not publish a headquarters country or founding year.

Platforms
Web · API
API
Yes
Last verified
Oct 15, 2026

Verified sources

  • Retail competitor-intelligence features and 1,000+ retailer coveragelightfeed.ai ↗
  • Company operates under the Lightfeed by Revar name, per site footerlightfeed.ai ↗
Fact check

Is LightFeed legit?

We don’t label tools safe or unsafe. Below are the records we checked ourselves, each with the date we read it.

Domain registered
May 4, 2024 (2 years ago)Registry record (RDAP), registrar NameCheap, Inc., looked up Sep 20, 2026
TLS certificate
Issued by Amazon, valid until Mar 13, 2027Seen in our own connection to the site on Oct 15, 2026
Last checked
Oct 15, 2026The site answered
Operated by
RevarOur research, card verified Sep 1, 2026

How we collect these records

Editorial verdict

Pros & cons of LightFeed

medium confidence

Lightfeed's retail packaging, price and MAP-violation tracking across a large retailer set, addresses a specific, well-defined need for consumer brands. Without published pricing, it is hard to judge fit for a smaller brand versus an enterprise one. The mismatch between how this product was originally categorized (as a news-summary tool) and what it actually does underscores why it needs to be re-verified rather than taken at its label.

Pros

  • Tracks competitor pricing, promotions, and MAP violations across 1,000+ retailers
  • Matches competing SKUs automatically rather than requiring manual mapping
  • API and CSV/Excel export for integrating data elsewhere
  • Chat interface for plain-language queries against the underlying data

Cons

  • No published pricing; requires contacting sales to get a quote
  • Company headquarters country not stated on the site
  • Positioned narrowly for retail/CPG use cases on the current marketing site

Best for

  • Retail and CPG brands needing MAP-violation and competitor price tracking
  • Teams needing competitor SKU matching across many retailers at once

Not for

  • Anyone looking for a news-summary or news-monitoring tool, despite how it was labeled in some directories
  • Small brands without budget for a contact-sales enterprise tool

Watch out: This candidate was originally labeled as a global news-summary tool in the source list; the live product is retail competitor-pricing intelligence, not a news tool, so verify scope before use.

LightFeed head-to-head

Side-by-side fact sheets against the competitors our research or their makers name — pricing, platforms, API and both verdicts on one page.

Professions

AI tools by profession

Market & Competitive Research is one of the jobs on this page:

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