Social Profile Matching for Every Customer: Full-Base Enrichment vs VIP-Only Coverage

Direct answer: Mercana can enrich customers beyond known influencers and VIPs. You choose a segment or your full customer base, and Mercana researches the records in that scope. VIP classification follows the available identity evidence. This does not mean every submitted customer will return a social profile or the same number of fields.

I'm the co-founder of Mercana. This guide explains a distinction that matters when evaluating customer enrichment: eligibility for research, successful social matching, and VIP classification are different things.

What is social profile matching?

Social profile matching connects a customer record to a public social account using identity evidence. A name alone is rarely enough. Email, location, professional context, and other available signals can help distinguish people with similar names.

A customer does not need a large following to be researched. Someone with a small public profile can provide useful context, while a prominent person may still be difficult to match if the order record has insufficient identifying information.

How enrichment and VIP detection fit together

1. Select the scope. Choose recent buyers, a product cohort, another segment, or the full customer base.
2. Research customer records. Mercana looks for available public identity, social, and professional context.
3. Review match evidence. Check source links and confidence information. Some records will remain unmatched or ambiguous.
4. Classify relevant customers. Apply creator, professional-buyer, or other VIP criteria to the available evidence.

VIP detection does not require finishing the entire customer base first. Expanding the scope can uncover people outside an initial segment, but it also increases the number of records processed and reviewed.

Non-VIP customers can still have useful profiles

The same enrichment process can research both a customer with 800 followers and one with 800,000. The resulting data will differ because their public sources differ. A private account, a common name, or limited public information may leave fields unavailable.

Depending on available sources, matched profiles may provide social accounts, bios, follower counts, professional roles, and public content context. A field catalog describes possible outputs; it is not a promise that every field will be populated for every customer. See the social profile matching guide for more on identity evidence and the deep versus surface enrichment guide for evaluating the usefulness of returned context.

Separate scope, coverage, and precision

Measure	What it tells you	What it does not establish
Enrichment scope	Which records you submitted	That every record has a public social profile
Match coverage	Usable social matches divided by submitted records	That every returned identity is correct
Identity precision	Correct identities among manually reviewed matches	Coverage across your entire customer base
VIP classification	Which matched customers satisfy your criteria	That a detected person will become a partner or generate revenue

For example, if you submit 1,000 records and receive 600 usable social matches, coverage is 60%. If 95 of 100 reviewed matches identify the correct person, precision in that reviewed sample is 95%. These are hypothetical numbers illustrating the calculations, not Mercana performance claims.

How scope affects pricing

Mercana uses a per-newly-enriched-customer charge plus a monthly platform fee. You choose the customers to process. An initial historical run and ongoing new-customer enrichment should both be included when planning your scope and budget. See current pricing for the estimator, repeat-customer treatment, and pilot terms.

Avoid comparing one provider's matched-profile count with another provider's submitted-record count. Confirm what each vendor bills for and how it treats unsuccessful attempts or repeat records.

Use enrichment on its own or with other tools

Mercana supports standalone enrichment, VIP alerts, and API access. You can use the data in your own systems. Built-in analysis, personas, and activation are optional ways to use the same customer context.

For discovery workflows, see how to find customer-creators and the VIP detection guide. For a product comparison, see OuterSignal vs Mercana.

How to verify coverage before expanding

• Use a representative customer sample, including people outside a known VIP shortlist.
• Count submitted records, usable social matches, unmatched records, and ambiguous results separately.
• Review a sample of identities against their supporting public sources.
• Check whether the fields you need are present and useful for your intended workflow.
• Confirm cost and integration requirements before increasing the scope.

The useful question is whether the chosen scope produces reliable information for your task. Processing the full base is an option; complete matching is not a guarantee.