Category comparison · complementary data
Sell-through analytics and search demand
The firearms industry uses more than one kind of market signal. Tools such as RetailBI (from Gearfire) help manufacturers, distributors, and retailers understand what sold — same-store performance, inventory, and periodic category indexes built from point-of-sale networks.
Betsy AI — the platform behind GunSearchEngine, GunSearchAgent, and Brand Intelligence — focuses on what people are searching for while they still shopping: live intent, agent discovery, and demand signals that can inform the next buy, ad, or build.
Historical performance
Sell-through & indexes
Closed-period views of units sold, inventory position, and how categories compared to prior windows. Useful for planning against known history.
- Same-store firearm unit sales indexes (for example, year-over-year)
- Sell-through and on-hand inventory from contributing retailers
- Periodic executive and industry market summaries
- Benchmarks for how categories performed after the fact
Common strengths of RetailBI-class POS network analytics
Live demand
Search intent & agent discovery
Signals from how shoppers describe guns and ammo in natural language — including interest that may not yet show up as a completed sale.
- Caliber, brand, load, and model language as people type it
- Anonymized demand patterns by session and geography
- Restock-watch and thin-stock interest when shelves are light
- Agent search on the FFL site that connects questions to live stock
Betsy AI platform · Coriolis
Side by side
| Dimension | RetailBI (Gearfire) | Betsy AI platform |
|---|---|---|
| What it measures | Completed sales and inventory (POS and e‑commerce sell-through) | Search intent — what shoppers ask for while they browse |
| Time orientation | Historical: performance over closed periods | Near real-time: demand as conversations happen |
| Typical outputs | Indexes, category reports, network benchmarks | Intent dashboards, APIs, spike alerts, agent search |
| Primary data source | Retailer POS and network transactions (Gearfire ecosystem) | Shopper language on GunSearchEngine and dealer embeds (GunSearchAgent) |
| Cadence | Periodic indexes and industry reports (e.g. monthly) | Continuous capture with dashboards and optional alerts |
| Questions it answers well | How did category or same-store sales perform last period? | What are people trying to find before inventory moves? |
| Role for FFLs | Benchmark sales and inventory trends in the broader market | On-site AI inventory search plus captured shopper demand |
| Role for brands / OEMs | Sell-through, inventory, and competitive sales context | Brand Intelligence: search volume, competitors, calibers, loads |
| What it is not | Not a conversational inventory agent on the dealer website | Not a replacement for POS systems or same-store sales indexes |
Why both matter
A sales index can summarize how a category performed over a month or year. Search intent can surface rising interest in a caliber, load, or brand before that interest fully appears in completed transactions — and can flag demand that never converts when stock, price, or site experience gets in the way.
In analytics terms, sell-through is often a lagging view of the market. Search intent is closer to a leading view. Betsy also ties that intent to a product surface: inventory search for shoppers and dealers, not only a report.
Strong fit for sell-through tools
- Industry or same-store sales benchmarks
- Production and inventory planning from historical curves
- Teams already invested in POS / dealer-network analytics
Strong fit for Betsy
- Demand signals for ads, product, and buy planning
- Shopper language, not only units sold
- AI inventory search for independent FFL websites
Betsy platform stack
Shoppers
GunSearchEngine.com — multi-dealer live search with Betsy
FFLs
GunSearchAgent — embed inventory AI on your site
OEM / Platform
Brand Intelligence — search intent APIs and dashboards
Live anonymized demand: /insights. Platform overview: Super Intelligence for FFLs.
The platform built for FFLs
Product search, demand signals, and customer intelligence for independent 2A retailers — without Big Tech refusals or an enterprise price tag.
Complementary, not mutually exclusive
Sell-through data describes how the market performed. Search intent describes what people are trying to find next. Coriolis builds the latter — and the agent layer that helps FFLs meet shoppers where they ask.
Explore the platform
- Super Intelligence for FFLs →
- AI for FFLs
- AI for gun dealers
- Gun store AI
- Dealer Program
- Betsy AI
- Gun-friendly AI
- AI ammo search
- Why AI refuses firearms
- Best AI tools for FFL dealers 2026
- How to add AI search to your gun store
- Live demand insights
- Brand Intelligence
- Consumer multi-dealer search
- Coriolis / investors
- Free dealer agent
FAQ
- What is RetailBI from Gearfire?
- RetailBI is Gearfire’s business-intelligence offering for the shooting-sports trade. Public materials describe aggregation of point-of-sale and e-commerce data from a large network of firearms retailers, plus market snapshots such as the RetailBI Firearm Sales Index and periodic industry reports. It is well suited to understanding what sold and how inventory moved over a reporting period.
- What is Betsy AI in this comparison?
- Betsy is Coriolis’s 2A product-search agent and demand platform: GunSearchEngine.com for multi-dealer shoppers, GunSearchAgent.com for FFL website inventory search, Super Intelligence for independents, and Brand Intelligence for OEMs and platforms. She focuses on search intent and product discovery rather than POS ledgers.
- Is Betsy meant to replace RetailBI?
- No. Sell-through analytics and search-demand intelligence answer different questions. Historical sales tools describe closed-period performance; Betsy surfaces what shoppers are asking for and can help dealers serve that demand on the website. Many operators benefit from both kinds of data.
- When should I use sell-through data vs search intent?
- Use network POS and sell-through when you need industry or same-store sales benchmarks and inventory context. Use Betsy Brand Intelligence and live Insights when you need shopper language, emerging demand, competitor search interest, or on-site AI inventory search for independents.
- Is this page affiliated with Gearfire or RetailBI?
- No. Coriolis, LLC builds Betsy, GunSearchEngine, and GunSearchAgent. RetailBI and Gearfire are separate products and companies. Descriptions here are based on publicly described capabilities for educational comparison only.
RetailBI and Gearfire are marks of their respective owners. This page is an independent product-category comparison by Coriolis, LLC. Betsy is not ATF/4473 compliance software and does not replace POS systems.