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AI web-extraction engine sold to retailers as competitor pricing, assortment, and SEO monitoring.
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.
No pricing figures published; the site links to a pricing page but does not display tier prices.
Use tool ↗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.
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.
Side-by-side fact sheets against the competitors our research names — pricing, platforms, API and both verdicts on one page.
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