40,000+ Digital Runners · 540 districts · 26 states · 11,000+ pincodes

A pharma company runs a field force of medical representatives, each with a list of doctors and chemists to cover. The daily call reports come in clean — targets met, visits logged. But prescriptions in a whole territory aren’t moving, and nobody can quite say why. The uncomfortable possibility: some of those logged calls never happened, some doctors on the list have moved or retired, and some high-value chemists are simply never being visited.

When your growth depends on a field force you can’t independently see, productivity becomes a matter of faith.

What drives MR productivity?

Two things, mostly: coverage (are reps meeting the right doctors and chemists, at the right frequency?) and data quality (is the doctor/chemist list itself real and current?). A motivated rep working from a stale list, or an unmotivated rep filing calls that didn’t happen, both produce the same thing — a confident report and flat sales.

Where pharma field productivity leaks

• Self-reported calls. Visit logs are only as honest as the rep.
• Decayed master data. Doctor and chemist lists go stale fast — people move, retire, relocate.
• Uneven coverage. Easy, nearby doctors get over-visited; high-value ones get missed.
• No independent check. Nobody neutral confirms the reality on the ground.

How to lift MR productivity — with proof

Verify the master data first

Clean, current doctor and chemist lists are the foundation. An independent field pass confirms who’s real, where they are, and removes the ghosts — so reps aren’t chasing retired doctors.

Independently verify coverage

A neutral field check confirms whether high-value doctors and chemists are actually being visited, at what frequency, and where the white spaces are — the territory-level truth that call reports hide.

Act on the gaps

With a verified coverage map, you re-balance beats, retrain or replace where needed, and focus reps on the doctors and chemists that actually move prescriptions.

How Anaxee helps

Anaxee runs independent doctor and chemist verification and field-coverage checks across 540 districts and 11,000+ pincodes with a 40,000+ Digital Runner network — geo-tagged, photo-backed, dashboarded. So your MR productivity rests on verified ground reality, not call reports alone. It’s part of our field services and Go-To-Market work. Related: distributor management.

Frequently asked questions

What is MR coverage?

Whether your medical representatives are actually meeting the doctors and chemists on their list, at the intended frequency — the real driver of prescription growth.

Why does a doctor database need independent verification?

Because it decays quickly and because call reports are self-reported; a neutral field check confirms who is real, current and actually being visited.

Can this cover Tier 2-4 and rural territories?

Yes — a last-mile field network reaches the smaller towns where coverage is hardest to see and easiest to fake.

The bottom line

A field force you can’t independently verify is a field force you’re trusting, not managing. Ground-truth coverage data is what turns MR productivity from a hope into a lever.