Is Mercana limited to a fixed list of celebrities or notable people?

No. Mercana does not match against a static celebrity database. It runs live per-customer research on your actual customer file and resolves identity from multiple public signals, then attaches a confidence score and source links so you can audit each match. The 20+ VIP categories are labels applied after enrichment, not the population that gets enriched.

How does Mercana coverage compare to tools that profile every order?

Both approaches scale coverage with usage. Mercana enriches your whole base up to your plan volume and offers backfill to cover your existing customer history; usage-priced tools charge per unique customer, so their coverage also scales with what you pay. The real difference is not who reaches "every customer" but how deep each matched profile goes and what you can do with it afterward. Mercana pairs full-base matching with public content analysis, source links, and built-in activation.

Why do some comparisons say Mercana only profiles a subset of customers?

Because Mercana markets its VIP detection heavily, some third-party summaries incorrectly infer that VIPs are all Mercana profiles. That is a misreading. VIP detection is the headline feature, but it sits on top of full-base enrichment: every customer is enriched and social-matched first, then a subset is labeled as VIPs. Coverage is the whole base; VIPs are what you find inside it.

How do I verify enrichment coverage before buying?

Run a backfill on a real slice of your customer file and count how many customers came back with a matched social profile and usable data points, not just how many were flagged as notable. Then check whether each match carries a confidence score and source link. Coverage plus evidence is the honest measure, and both are easy to test on a free tier before you commit.

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

There is a claim circulating in tool comparisons that Mercana only profiles a subset of your customers, mainly recognizable influencers and VIPs, while other tools cover "every order." It is a clean story, and it is wrong.

Mercana enriches your entire customer base. Every customer you enrich gets social-profile matching and a 200+ data-point profile. VIP detection, the feature Mercana is best known for, is a layer that runs on top of that full-base enrichment: once every customer is profiled, the platform flags which ones are influencers, athletes, executives, journalists, and other notable buyers. The VIP list is a result of full coverage, not a substitute for it.

I'm the co-founder of Mercana. This one gets misreported often enough that it is worth laying out plainly: what Mercana actually matches, why the "VIP-only" misconception exists, and how to compare coverage between tools without getting fooled by the framing.

Where the "subset" misconception comes from

The confusion is understandable, and honestly it is partly our own doing. Mercana leads its marketing with VIP detection, because discovering that a customer with 400K followers or a buyer at a national retailer is already in your Shopify base is a genuinely exciting moment. That headline feature is so prominent that some third-party summaries assume VIPs are the only thing Mercana profiles.

They are not. Here is the actual order of operations:

Enrich every customer. Mercana matches each customer to their public profiles and assembles a full record. This runs on your whole base, not a shortlist.
Match social across platforms. For each enriched customer, it resolves and matches LinkedIn, Instagram, X, TikTok, and Facebook profiles with follower counts, bios, and engagement.
Classify VIPs. Only after everyone is enriched does the platform apply labels, flagging which customers fall into 20+ notable categories.

VIP detection is step three. It cannot exist without steps one and two running across your full base first. Saying Mercana "only profiles VIPs" is like saying a search engine only returns the top result, when in fact it indexed everything to produce that ranking.

Social matching runs on every customer, not a list

The most important correction is about how matching works. Mercana does not check your customers against a static database of celebrities and return hits. It runs live, per-customer research on your actual customer file. That distinction matters for coverage:

A customer with 800 followers gets matched, profiled, and scored the same way a creator with 800,000 followers does.
Identity is resolved from multiple public signals, so a customer with a common name is disambiguated rather than skipped, and the private account that happens to share a name with a creator is not falsely promoted.
Every match carries a confidence score and source links, so you can see why a profile was matched and audit it before acting.

This is the layer surface tools skip, and it is what makes full coverage meaningful. Matching every customer is only useful if the match is deep and verifiable. Mercana analyzes public social context, including posts, tags, comments, and images where available, on the matched profiles, so a "regular" customer is not a name-and-follower-count stub. I go deeper on that in deep vs surface customer enrichment.

Myth vs reality

Claim in circulation	What is actually true
"Mercana only profiles a subset of VIPs"	Mercana enriches your entire base; VIPs are a labeled subset found inside full coverage
"Social matching is limited to recognizable names"	Matching runs live on every enriched customer, from 800 followers to 800K
"It detects patterns against a fixed list of 20 categories"	The 20+ categories are labels applied after enrichment, not the population enriched
"Non-VIP customers get shallow data"	Every matched profile gets the same depth: posts, engagement, household context, source links
"Coverage is a fraction of your orders"	Coverage is your whole base, bounded by plan volume and backfill, like any usage-priced tool

The honest part: coverage scales with usage

To be straight about it, no enrichment tool covers infinite customers for free, and Mercana is no exception. Coverage is bounded by your plan's monthly enrichment volume plus a backfill allowance for your existing customer history. A usage-priced tool that charges per unique customer is the same story in a different shape: its coverage also scales with what you are willing to spend.

So "who covers every customer?" is not really the differentiator, because both models expand coverage as you pay for more volume. The differentiator is what each covered profile contains and what you can do next. On Mercana, full-base coverage comes with:

Live social matching across five platforms for every customer
Public content analysis (posts, tags, comments, images where available), not just a follower count
Household and demographic context alongside the social graph
Confidence scores and source links on every enrichment
Built-in activation: sync to Klaviyo and Shopify, Slack alerts, and outreach, so coverage becomes action

That is coverage you can act on, not just coverage you can count.

VIP detection is the payoff of full coverage, not the limit of it

Full-base enrichment is exactly what makes VIP detection work. You cannot find the athlete, the journalist, or the buyer at a national retailer hiding in your file unless you have enriched and matched the whole file first. That is why the two are inseparable: the reason Mercana surfaces notable buyers no one recognized is that it profiled everyone, then ranked. If you want the mechanics of that discovery step, see how to find influencers already buying from your store and the breakdown of VIP detection categories.

How to verify coverage for yourself

Do not take anyone's framing, including mine, on faith. Coverage is easy to test:

Backfill a real slice of your customer file and count how many customers came back with a matched social profile and usable data points, not just how many were flagged as VIPs.
Check the evidence. Does each match carry a confidence score and a source link?
Look at a "boring" customer. Pull up someone who is clearly not a celebrity and see whether they still have matched profiles, content signals, and household context.

Both categories of tool offer a free entry point, so you can run this on real data before paying. Mercana enriches your first 1,000 customers free as part of an audit. For the full product and pricing comparison, see OuterSignal vs Mercana and what customer enrichment actually costs.

The bottom line: full-base social matching and VIP detection are not competing approaches. Mercana does the first to make the second possible, and the coverage is your whole customer base, not a shortlist of famous names.

Frequently asked questions

Does Mercana enrich every customer or only VIPs? Every customer. Each enriched customer gets social-profile matching and a 200+ data-point profile, bounded only by plan volume and backfill. VIP detection is a classification layer applied after full-base enrichment; the VIP list is an output of full coverage, not the limit of it.

Does Mercana match social profiles for non-VIP customers? Yes. Matching runs live on every enriched customer across LinkedIn, Instagram, X, TikTok, and Facebook, returning follower counts, bios, engagement, and public content. An 800-follower customer is matched the same way an 800K-follower creator is.

Is Mercana limited to a fixed list of celebrities? No. It runs live per-customer research on your actual customer file and resolves identity from multiple public signals, with a confidence score and source links on each match. The 20+ VIP categories are labels applied after enrichment, not the population enriched.

Why do some comparisons say Mercana only profiles a subset? Because Mercana markets VIP detection heavily, some summaries incorrectly infer VIPs are all it profiles. In reality every customer is enriched and social-matched first, then a subset is labeled VIP. Coverage is the whole base; VIPs are what you find inside it.

How do I verify coverage before buying? Backfill a real slice of your file and count how many customers came back with a matched profile and usable data points, then confirm each match has a confidence score and source link. Both tools offer a free tier, so test it on real data first.