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Ansengine vs Siftly
Siftly is the newest of the products we track and the best-looking: a topic-by-rank podium grid with favicons that a buyer understands in ten seconds. It is also the product that most confidently prints numbers its sample cannot support. Both things are true and both are below.
Facts as of September 2, 2026, from Siftly’s public pages and a hands-on product walk. If something here is outdated, tell us and we will fix it.
Where Siftly is genuinely strong
- · The most glanceable dashboard in the category: a topic by rank-slot grid with favicons and plain badges where you are behind.
- · An Experiments wizard with test and control topic groups, clustered by shared citations to keep the arms apart, and an adjustable split.
- · A free tier (100 responses, 10 prompts, weekly) and a seven-day trial on every paid tier; the only free tier among the pure plays.
- · Content generation with FAQ and schema blocks and multi-language posts on the higher tiers, if that is what you are buying.
The differences that matter
| Dimension | Siftly | Ansengine |
|---|---|---|
| What the headline is | A Visibility Rank to two decimals (a headline reading of #4 on our test workspace) with no sample size or range shown. | One headline rate with the count under it and the range beside it; no rank for AI answers at all. |
| Experiments | Test and control groups, but the readout has no noise floor: any movement between arms reads as a result. | The registered protocol: decision rule fixed before day zero, readouts on fixed days, and a verdict of positive, null or inconclusive judged against each engine's measured repeat-run noise. |
| Auto-generated roster | For a development agency the suggested competitors were Zapier, OpenAI and HubSpot (2 September 2026). | A roster you confirm, with a data-sanity card that flags duplicate or self competitors before a client sees them. |
| Cadence and meter | Free is weekly; Starter $79 is daily with 4,500 responses and 50 prompts; Growth $249 is 30,000 responses, 100 prompts across 2 locations and 30 posts; Scale $599 is 108,000 responses, 150 prompts across 3 locations and 60 posts (pricing page, 29 August 2026). Content volume is the paid meter. | The meter is buyer questions, and every question's answers are downloadable on every plan. |
| Account mechanics | A paywall on the second workspace and a billing page that did not load during our walk (29 August 2026). | Clients are first-class: typed global, local and franchise workspaces with a pooled prompt allowance you can move between them. |
The honest verdict
If the first ten seconds decide your purchase, Siftly wins them. If the tenth minute matters, when a client asks how sure the number is, Siftly's two-decimal ranks have nothing behind them, and Ansengine's counts and ranges do.
The cheapest way to decide: run the free report on your own domain and judge the numbers, intervals included.
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