Return Signals vs Shopify
Return Signals vs Shopify, compared side by side on 17 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Return Signals is on 36/100 and Shopify on 78/100.
Where each one leads
Return Signals
Leads on none of the measures we hold for both companies.
Shopify
- our overall score: 78/100 against 36/100
- domain rating: 96/100 against 10/100
- headcount: 28,166 against 2
- LinkedIn following: 1,077,189 against 386
At a glance
| Measure | Return Signals | Shopify |
|---|---|---|
| What it is | AI luxury concierge for E-commerce brands | Shopify provides a leading e-commerce platform that enables businesses of all sizes to create online stores, manage products, process payments, and fulfill orders, simplifying digital sales globally. |
| Category | Generative AI, E-commerce, SMS, Agentic AI | E-commerce Platform, Online Retail, Payments, Point of Sale |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform | SaaS |
| Founded | 2025 | 2006 |
| Headquarters | San Francisco, United States | Ottawa, Canada |
| Status | Active | Active |
Size, funding and growth
| Measure | Return Signals | Shopify |
|---|---|---|
| Employees | 2 | 28,166 |
| Total funding | Not published | $122M |
| Latest round | Not published | Series C |
| Valuation | Not published | $1.0B |
| LinkedIn followers | 386 | 1,077,189 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Return Signals | Shopify |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 36/100 | 78/100 |
| Traction | 5/100 | 60/100 |
| Team | 80/100 | 70/100 |
| Community | Not published | 20/100 |
| Search visibility | 34/100 | 66/100 |
| Quality | Not published | 94/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (49/100) | D (54/100) |
| Domain ratingLink authority, 0-100 | 10/100 | 96/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Return Signals | Shopify |
|---|---|---|
| Hosting | Google Cloud | Not detected |
| CDN | Not detected | Cloudflare |
| CMS | Not detected | Shopify |
| Frameworks | Tailwind CSS, Bootstrap | Tailwind CSS |
| Analytics | Google Analytics 4, PostHog | Not detected |
| Open source | No | Yes |
Return Signals vs Shopify: common questions
Which is better, Return Signals or Shopify?
On our 0-100 score Shopify rates higher (78/100 against 36/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 17 data points above: read the rows that match what you are buying for.
How do Return Signals and Shopify compare on the numbers?
Shopify leads on our overall score (78/100 against 36/100), domain rating (96/100 against 10/100), headcount (28,166 against 2), LinkedIn following (1,077,189 against 386).
Read the full Return Signals review and pricing or the Shopify review and pricing. You can also browse other Return Signals alternatives we track.