Insights
Research examples
Anonymized research examples from Lensforce monitoring work.
How an industrial manufacturer identified a distributor white spot
Learn how distributor and competitor signals can reveal potential channel-development opportunities for industrial manufacturers.
Research Example, 5 min readDistribution WhitespotsFinding the one dealer competitors already convinced
How dealer and competitor signals reveal dealer white space for manufacturers, and why counterchecking matters more than lead volume.
Research Example, 4 min readDistribution WhitespotsWhen a retailer sells your brand, but not the category that matters
Retail assortment gap monitoring shows where an existing retail partner carries your brand but not the categories competitors already occupy.
Research Example, 4 min readRevenue ProtectionOne offer. Five affiliate versions.
Affiliate offer monitoring compares affiliate claims with current official terms and surfaces specific review candidates with evidence.
Research Example, 5 min readRevenue ProtectionWhen two versions of the same promotional material remain live
Monitoring of pharmaceutical promotional material can reveal version drift between materials that share the same identifier.
Research Example, 4 min readDistribution WhitespotsFinding a data center project is easy. Knowing which one matters is harder.
Data center project lists are a commodity. Useful project intelligence filters signals for scale, timeline, infrastructure and procurement relevance.
Research Example, 4 min readRevenue ProtectionThe activations sponsors may never see
Monitoring of event activations helps rights holders and sponsors identify commercial activity that deserves partner-rights review.
Research Example, 4 min readRevenue ProtectionYou cannot review what you do not know exists
Coverage mapping shows distributed organizations the external web surfaces that exist before deciding what content needs review.
Research Example, 4 min readDistribution WhitespotsFrom elevator signals to service opportunities
Learn how elevator, inspection and property signals can be transformed into prioritized repair, maintenance and modernization opportunities.
Research Example, 6 min readDistribution WhitespotsThe best machinery opportunity may exist before the auction starts
How insolvency and production signals can help industrial machinery buyers identify acquisition opportunities earlier.
Research Example, 6 min readRevenue ProtectionWhy high-revenue counterfeit sellers should be targeted first
How brands identify counterfeit sellers, prioritize them by estimated revenue and brand impact, and focus enforcement on the highest-priority cases.
Research Example, 6 min readiSEOWhy your brand is missing from AI answers, and what to change
How intelligent SEO combines AI answer visibility with natural search performance, and which signals decide whether a brand is cited at all.
Research Example, 5 min readDistribution WhitespotsThe channel gap your competitor already closed
How manufacturers map channel coverage, detect distribution whitespots and prioritize the partners where demand already exists.
Research Example, 5 min readThis research example is based on information available at the time of analysis and is presented to illustrate a Lensforce use case. The organization referenced is anonymized and is not presented as a Lensforce customer.