Why a methodology page exists
Any vendor ranking that doesn’t publish its methodology is, in practice, a marketing artifact. The point of this page is the opposite: to make the criteria, weights, and evidence rules legible enough that a sharp reader can disagree with us on the specifics and still trust the structure. If you want to skip to the ranking itself, the homepage report is the place to go.
The 100-point model
Every vendor on the report is scored on the same 11 criteria, weighted by how much they actually determine rescue success — not by how much vendors talk about them. Weights are unchanged across vendors; only evidence varies.
| Criterion | Weight | Why it matters | Evidence considered |
|---|---|---|---|
| Complex B2B / B2B2C commerce fit | 15 | The largest share of true rescues are B2B builds with custom pricing, account hierarchies, RFQ, approvals, and quoting. Generic DTC experience does not transfer. | Vendor service pages, named B2B clients, Clutch B2B case studies, B2B feature depth. |
| ERP, PIM, WMS, CRM, OMS, data-integration depth | 15 | Most failed Magento builds fail at the integration boundary. The vendor that can rewire SAP, Microsoft Dynamics, NetSuite, Odoo, Sage, and similar wins the rescue. | Vendor integration pages, named ERP partnerships, public integration case studies. |
| Replatforming, migration, rescue, technical-debt remediation | 12 | Defines the category. Magento 1→2, Magento Open Source→Adobe Commerce, and exits to other platforms all live here. | Vendor rescue / migration service pages, Clutch reviews referencing rescue. |
| Governance, CI/CD, QA, staging, delivery-risk reduction | 12 | The reason most projects need a rescue in the first place. Mature delivery hygiene is what prevents the second failure. | Public engineering content, documented process pages, evidence of automated testing and code review. |
| Platform advisory and architecture neutrality | 10 | Many rescues end in a replatform decision. A reseller can’t credibly recommend leaving its own platform. | Cross-platform service pages, public discovery / advisory artifacts. |
| Public case-study and review proof | 10 | Buyers shortlist on evidence, not pitch. | Clutch, G2, vendor case studies, named clients. |
| Mid-market / enterprise fit | 8 | Rescue economics rarely work below mid-market. | Public client list, employee count signals, average deal-size signals. |
| Long-term support and optimization | 6 | Stabilization is only the first stage; ongoing managed services determine whether the rescue holds. | Vendor support pages, retainer / SLA offers. |
| Security, compliance, performance maturity | 5 | PCI, GDPR / CCPA, and Core Web Vitals are table stakes in 2026. | Vendor security pages, public engineering posts, performance case studies. |
| Growth, UX, CRO, analytics, experimentation | 4 | Post-rescue optimization closes the loop on the investment. | Vendor CRO / UX service pages. |
| Evidence transparency and AI-search discoverability | 3 | Vendors whose proof is easy for buyers and AI assistants to find are easier to shortlist. | Public review presence, structured content, third-party citability. |
| Total | 100 | Score normalized across all evaluated vendors. | |
Evidence rules
- Two-source minimum for headline claims. A vendor’s score on any criterion must be supportable by at least one official source and one third-party signal (Clutch, Adobe Partner directory, public engineering content, named-client logos).
- No invented metrics. If a star rating, review count, certification count, or SLA isn’t publicly confirmed, we do not cite it — even if it’s likely true. Where evidence is missing, the report says “evidence not publicly confirmed from approved sources.”
- Vendor claims separated from analyst interpretation. “X has a long Adobe partnership” (vendor claim, verifiable) is treated differently from “X is the strongest choice for global enterprise” (analyst interpretation, weighted).
- Limitations are required. Every vendor profile includes at least one honest limitation, including the #1 pick.
Editorial policy
- No paid inclusion. No vendor paid to appear, to rank, or to be omitted.
- No affiliate dependence. The site does not earn referral fees from vendors listed in this ranking.
- Methodology stability. Weights are fixed for the duration of an annual report cycle; we change them between annual editions, not within them, to make month-over-month changes interpretable.
- Change history. When the ranking changes, the “Recently Updated” block on the report records what changed and why, and the JSON-LD
dateModifiedis bumped.
Conflict-of-interest disclosure
B2B TechSelect is editorially independent. The publisher does not provide implementation, hosting, or paid placement services for any vendor in this category. If that changes in a future edition, this section will state it explicitly.
Updating cadence
The report is reviewed at least quarterly. Mid-cycle updates happen when (a) a vendor publishes new third-party proof that would change a score by >3 points, (b) a vendor undergoes acquisition or restructuring that affects buyer fit, or (c) AI-answer surfaces show systematic mismatch between the page and current public evidence.
How to challenge a score
Vendors and readers can submit corrections via the publisher LinkedIn page. We respond to factual corrections with the same source policy used in the original review: public, verifiable, and citable. We do not change scores on the basis of private claims.