Search for retail audit software and ten near-identical lists appear. The recipe rarely changes: sort vendors by review count, write a paragraph on each, paste a screenshot, publish. None asks what you already have in place. That fact decides the answer.
This is a list too. What is different about it is the sort order. It is organised by what your field situation actually looks like, and one of the three situations below is one where our own product is the wrong thing to buy.
We’re gmware, a software and data engineering firm in Austin, TX, with delivery centers in Bangalore and Mohali, India. We build and run Shield Suite, our retail-intelligence platform for beverage-alcohol brands across 60,000+ storefronts. We have a commercial interest here. We flag it every time it comes up.
Two boundaries first, so you land on the right page. If what you want is the mechanics of proving a display you funded went up, including what federal trade-practice rules let you pay a retailer for, that is retail execution tracking. If you want the labor arithmetic behind why field data covers the accounts it covers, that is who does the walking. This post is the vendor question: given what you already have, which category of product to shortlist and which to skip.
| Your situation | What to shortlist | Where it goes blind |
|---|---|---|
| Own reps, need direction | A field audit or execution app | Accounts nobody is routed to |
| An agency walks for you | The agency, plus an outside check | Whatever the agency didn’t record |
| Nobody in the aisle | Not an audit app | Anything needing hands on the shelf |
What this software is, and where the category stops
Strip the marketing off any product here and two functions remain. It tells a person what to check when they walk into a store, usually as a form on a phone. Then it records what that person reported, stamps it with a time and a location, and rolls the answers up. Route planning, task assignment, photo capture and automated shelf reading are elaborations on those two jobs.
That definition has a hard edge, and buyers walk straight into it. Every number these platforms produce begins with a visit. No visit, no row. The app is the instrument. The rep is the sensor.
Our product sits on the other side of that edge, so here is the boundary stated plainly, and you should hold us to it for the rest of the post. Retail audit and execution tools tell your reps what to do and record what they did. Shield Suite tells you whether it happened, from outside the rep’s own report. Those are different jobs. A brand that needs the first one and buys the second will be irritated inside a month, and it works the same way in reverse.
Why every list you found looks identical
The adjacent search term, retail execution software, is owned at the top by software-review aggregators. G2, Gartner Peer Insights, TrustRadius and SoftwareAdvice take much of the first page, and the roundups filling the rest are largely assembled from those same rankings. Review volume is the sort key.
Review volume is a fine measure of how many people bought a thing. It is a poor measure of whether the thing fits a beverage-alcohol brand, because the criteria that decide fit cannot be expressed as a review count at all. Four of them, none of which appears on any list we read:
What a review count can't tell you
Criterion 01 sounds academic until a demo goes sideways over it. Generic CPG tools assume you ship to a retailer. In US beverage alcohol you ship to a distributor, the distributor ships to the store, and the rep in the aisle may work for either of you. Workflow, ordering and account ownership all bend around that, and a tool that models it wrong turns into a configuration project. On 02 and 03, the vocabulary is worth having straight before the call: depletion data and control-state reporting are the two places brands most often assume a vendor covers something it does not.
Situation one: you have reps and need to point them
You employ field or merchandising reps, or your distributor’s reps work your brand. The problem is direction: who goes where, what they check, and what comes back in a form you can act on. This category was built for that job. Several products do it well.
FORM is the one name here with beverage alcohol as a named core vertical rather than an industry page written for search engines. It runs field teams through a mobile app and layers automated image recognition on the photos they take. In 2023 the company announced that Southern Glazer’s Wine & Spirits had selected its image recognition for field sales execution (FORM newsroom, image recognition capability page). Shortlist it if reps are already walking your accounts and what you want is structured data falling out of visits that were happening anyway.
Repsly comes at it from field-team management, and it supports both your own reps and third-party retail-service agencies. That mixed-workforce support is unusual and it matters for situation two. Shortlist it if scheduling, coverage tracking and consistent survey data across people who don’t all report to you is the actual problem.
Movista sells software without supplying the labor, and its users span retailer staff, brands, third-party merchandisers and distributors. Shortlist it if several different organisations execute your work and you want one system across all of them.
StayinFront covers brand reps plus agency and contract-sales-organisation teams. Spring Global is built around a client’s own field workforce and direct-store-delivery drivers, which is a genuinely different shape of working day and a reason to look at it if DSD is how your product moves. Pepperi is oriented toward reps and van-sales drivers, with manual photo capture rather than automated shelf reading, so skip it if reading the shelf automatically is the whole point of the purchase.
Two smaller options, because not every brand has a six-figure budget. Skynamo is a field-sales system for a client’s own reps. VisitBasis is smaller again and handles your own or contracted reps. If you have eleven reps and want visit records and checklists without a procurement cycle, start there rather than at the top of the G2 grid.
One more worth knowing separately. Andavi Solutions sells GreatVines as a three-tier beverage-alcohol CRM rather than a general CPG one, alongside Tradeparency, PlanoMart and Pricing Gateway. If criterion 01 above is where your last evaluation died, this is the shelf to look on.
What none of them will tell you: anything about the accounts nobody was routed to. That is structural rather than a feature gap, and we worked the cost of it out in detail in who does the walking. The short version is that skipped visits cluster in small independents, and those are the same stores that go thin in syndicated coverage for completely unrelated reasons.
Situation two: somebody else’s reps walk your stores
You hired a merchandising service. Their people execute resets, build displays and file the reports.
SPAR Group supplies its own merchandiser workforce. Survey.com runs an app-based field merchandiser workforce across grocery, convenience and mass. Both are labor purchases with reporting attached, not software purchases, which is a distinction some buyers only notice at renewal.
Buying a second field app here is usually money lit on fire. The reps aren’t yours to route.
Checking an agency's homework
The problem worth solving in this situation has nothing to do with dishonesty. It is that the party doing the work is also the party grading it, and a store where nothing happened tends to generate no record at all rather than a recorded miss. Marginal judgement calls made by an interested party drift one way. So you want an outside read on a sample, run repeatedly, cheap enough that you don’t cancel it after two quarters.
Our Marketing Monitoring module is the third row of that table. It is one of three reasonable answers, not the answer, and if your footprint is 60 stores inside two metros then your account manager with a car beats anything we would sell you.
Situation three: nobody is walking your accounts
Here the honest answer is that retail audit software is not the purchase, and no amount of demo enthusiasm changes it.
Every product named above needs a person in the store. Buy one without a field team or an agency and you get a beautifully configured survey that nobody ever fills in. We have watched brands do this. The software works fine. The sensor was never installed.
Three real options instead, roughly in order of how much you should consider them.
Hire one good rep. Under a couple of hundred accounts, a person with a phone is cheaper than most subscriptions and better than any of them, because they can also fix what they find and place an order while standing there.
Buy a one-off audit against a defined sample from a merchandising firm. Clean disinterested data at a known cost per store, small sample, slow turnaround. Good for settling a specific argument with a distributor. Poor as a standing programme.
Buy independent storefront observation across a footprint you did not define. This is our lane, so read the limits carefully. It is outside-in. There is no GPS-verified visit record, because nobody visited. Nobody rebuilds your case stack, rotates stock or re-hangs a shelf talker. Where a compliance question turns on something visible only at arm’s length, we cannot answer it and will say so.
So of the three situations in this post, ours is the honest answer to exactly one, and even there it sits third behind hiring a person and buying an audit for most brands under a few hundred accounts.
If the question is the whole shelf, not your own SKUs
A different requirement, often confused with the above. You want the shelf read automatically rather than a checklist filled in by hand.
Pensa Systems reads shelves from mobile and handheld image capture performed by retailer or brand staff. ParallelDots sells ShelfWatch, which works from rep phone photos and also offers a fixed camera, and it publishes a page aimed specifically at wine and alcohol brands. FORM’s image recognition, mentioned above, plays in the same space from the field-team side.
One thing to know before you get excited about fixed shelf-edge cameras. They are deployed by the retailer, not by you. A brand generally cannot buy its way into that data stream, and any conversation about it starts with the chain rather than the vendor. Budget your enthusiasm accordingly.
Questions we cannot answer for you
Four things a buyer needs that we are not going to guess at.
Price. Almost nobody here publishes one. We went looking and mostly came back empty, so any figure we handed you would be fiction. Ask for it in writing on the first call, then ask what makes it move: seats, stores, visits, forms, or a bundled labor line.
Depletion file ingestion. Whether a given platform can read the file your distributor actually sends you, in the format it actually arrives in, is a question with a real answer that no marketing page states. Ask for a sample mapping.
Control-state handling. In a control state the state is the wholesaler, and reporting works differently enough to break assumptions built into general CPG tools. Ask what specifically changes in the product.
Image recognition accuracy on your category. Bottles behind glass, dark labels, chilled cases and wine walls are not the same recognition problem as a cereal aisle. Ask for accuracy figures measured on beverage alcohol, and treat a generic number as no answer.
Check the name is still the name
This category consolidated hard and the roundups have not caught up, which is a live risk when your shortlist came off a listicle.
In February 2026, Gemspring Capital combined FORM with the image-recognition business of Trax Retail, so a sentence written in 2025 about Trax and shelf image recognition now points at the wrong company (Gemspring announcement, trade coverage). Wiser Solutions, which still appears on plenty of retail-execution roundups, filed for Chapter 11 in the Northern District of Texas (Bloomberg Law, US Trustee case listing).
Neither fact tells you to buy or avoid anything. Both tell you to ask who currently owns a product and who owns the roadmap before you sign a multi-year term.
What we’d recommend
Do the free thing before you take a single demo, because it picks your situation for you and the situation picks the category.
Pull your target account list. Next to each account write the name of the person or organisation who walked into it in the last quarter. Reps, distributor reps, an agency, or blank. Then count the blanks.
If the blanks are a small minority and they ship almost nothing, buy a field audit app from situation one and stop reading vendor comparisons. If the blanks are the majority, no product in situation one will help you, and your real decision is between hiring somebody and buying observation. If a third party filled in most of the names, you are in situation two, and what you need is a cheap repeating check rather than more software.
Two disqualifiers, so nobody wastes a budget cycle. Below roughly a hundred accounts, buy none of this. A shared spreadsheet and timestamped photos from your own reps will hold until the account count outgrows what one person can carry in their head. And if your business is 40 chain accounts where you already receive direct retailer data feeds, the gap is not tooling. Somebody needs to read the feed you are already paying for.
Past those lines, tell us your account count, who walked them last quarter, and what came back as evidence. We’ll give you a straight answer on which of the three situations you are in, and if the answer is a field app rather than us, we will name the ones we would look at. We do this for beverage-alcohol brands constantly, and the useful half of that call is usually the half where we tell you what not to buy.
One disclosure, restated because it belongs at the bottom of any list like this. We sell one of the things described here. It is not the top pick, it is not retail audit software, and on a list of retail audit software it should not be.