Q4 2026 · AI phone answering
Best documented feature-to-price ratio
Marlie
Basic · Retail & ecommerce
- Issue date
- 2026-10-24
- Recognition
- Category award
A source-based comparison for a defined scenario. See the evidence.
Issued 2026-10-24. This is a fixed historical award for the issue quarter; it does not assert current leadership or measure the whole quarter.
Scope and result
US · USD · 100 calls/month · 3 minutes/call · 25% repeat callers · task: message · no selected software · no budget filter.
3 eligible providers. Highest eligible score. 4 documented features; upper calculated monthly service cost $66.50.
$49 base + 50 extra minutes × $0.35. Setup, taxes, required business software and excluded extras can be additional. Quote-only offers may cost less; the price award compares calculable published rates.
No independent call-quality tests. No combined customer score. Unknown features are unscored. Payment, commission and review ratings do not determine this award.
Evidence
Provider source · checked 2026-10-23
- Message capture: source · checked 2026-10-23
- Spam filtering: source · checked 2026-10-24
- Recording / transcripts: source · checked 2026-10-24
- Call reports / analytics: source · checked 2026-10-24
Full award results and source dates · All awards in Q4 2026
Use this badge
Download SVG · Download embed code. You may qualify the link with nofollow; no dofollow link is required. Do not alter the award, provider, scope, issue date or quarter.
Methodology quarterly-v1
- These are dated source-based scenario comparisons, not independent call-quality tests or measurements over the whole quarter.
- The award quarter is the issue quarter. First issue can occur mid-quarter; the issue date must remain visible.
- Each provider enters with the same task-qualified plan selected by the existing comparison calculator.
- Price uses the upper calculated recurring monthly service cost from published rates; setup, tax and excluded extras are separate. Quotes, reports and market estimates cannot win price or value awards.
- Value is documented checklist count divided by a positive upper calculated monthly cost; at least one feature is required.
- Features count equally. Unknowns are unscored. At least one documented feature is required. Required software and uncertain add-on costs remain disclosed.
- All equal top scores share the award; names, review scores and commissions never break award ties.
- At least three eligible distinct providers are required for each award within each scope.
- Stale, missing or future-dated critical source evidence blocks the whole issue, rather than silently excluding competitors.
- Snapshots are retained by quarter and never automatically overwritten. Repeating a successful issue returns the existing record.
- Badge use does not require a dofollow link. Embed links use nofollow. Awards are independent of payment and affiliate relationships.