Who built this

The Team Behind Satcove

Satcove is a product of Abyssal Group. Every benchmark, comparison, and verdict on this site is produced by a small team that uses the product daily and tests every claim before publishing it.

Founder

Bastien Leccia

Founder, Satcove · Abyssal Group

Bastien is the founder and primary author behind Satcove. Background in product engineering and applied AI; built Satcove after spending too much time switching between ChatGPT, Claude, Gemini, Perplexity, Mistral, and Grok tabs for everyday questions. The product is the answer he wanted to exist.

Editorial standards

Every benchmark and comparison published on the Satcove blog follows the same five rules:

  1. We use what we test. Every comparison page references a product we actually paid for and used. No second-hand reviews.
  2. We name the methodology. Sample sizes, evaluation criteria, and dates are published with the results. Reproducibility is the bar.
  3. We acknowledge where competitors win. Every /vs/ comparison includes a "Choose [Competitor] if:" section that names cases where they beat Satcove. Pretending we are best at everything erodes trust faster than it earns clicks.
  4. We disclose limitations. AI fact-checking is not a substitute for forensic analysis. AI photo verification has an 8% error rate. AI consensus does not eliminate hallucination — it surfaces it. We say so when it matters.
  5. We update when reality moves. Benchmarks have publication dates. When new models change the picture, the article gets updated and the change is logged at the bottom.

How we test multi-AI claims

For benchmark articles (like the AI fact-checking benchmark or the AI image detector benchmark), our standard methodology is:

  • A corpus of at least 50 test items, balanced across categories.
  • Each tool tested under default settings, no tuning to favor any product.
  • Recorded verdicts plus confidence scores plus per-category breakdowns.
  • F1 score (precision × recall harmonic mean) as the headline metric.
  • Full per-item results available on request for any benchmark we publish.

Who pays for what

Satcove is a paid product. We have skin in the game, which is why we work hard to be transparent about the tradeoffs. Every comparison article we publish discloses that Satcove is our product. Other tools we mention are not affiliated with us, and we do not receive affiliate revenue from any product reviewed on this site.

When a comparison concludes that Satcove is the right pick, the conclusion is conditional on the use case we identified. When it concludes the competitor is the right pick, we say that too — and link to them directly so you can take action.

Contact

For benchmark questions, press inquiries, partnership proposals, or to dispute a claim in any article: bastien@satcove.com. We respond to substantive feedback. Cease-and-desist letters from competitors arguing we should not have published a comparison get the same response: we will correct factual errors and disclose updates. We will not retract honest assessment.

Satcove — A product by Abyssal Group