Seolly vs Defog.ai

Seolly is an analytics dashboard that pulls read-only Google Search Console data into one place for agencies managing many sites. You connect your GSC properties, see clicks and impressions across every domain on a single overview page, and drill into popular, growing, or decaying pages without clicking through Google's interface. It shows the same underlying numbers as Search Console, not traffic estimates from third-party crawlers.

Rank trackers and all-in-one SEO suites store your performance data on their servers. Seolly markets a privacy-first model where it does not store or resell your GSC metrics, only the Google OAuth key needed to render dashboards until you revoke access. Branded keyword filtering and custom content groups are built for client reporting where you need to strip branded queries or compare landing page clusters quickly.

SEO agencies, consultants, and affiliates with multiple Search Console properties are the core audience. Teams that export CSV reports for clients benefit from unlimited exports and a Privacy Blur mode that hides URLs in screenshots. Lifetime pricing at $49.99 targets freelancers who want to avoid another monthly subscription.

Defog.ai answers data questions in plain English across databases, SaaS tools, and uploaded CSV files. You ask follow-up questions, drill into specifics, or explore broad hypotheses without waiting on an analyst queue. The product targets teams that need self-serve analytics on structured data with privacy controls baked in.

Most text-to-SQL tools bolt a chat box onto a generic model. Defog.ai ships SQLCoder, its own open-source model fine-tuned for structured data, and runs queries inside your environment so underlying data never leaves your servers. That privacy-first setup trades quick signup simplicity for enterprise deployment options like Docker, Slack bots, and self-hosted models.

Defog.ai fits data teams, analysts, and business users at companies with Snowflake, Postgres, or other warehouses who want GPT-4-class SQL accuracy without sending raw data to a third-party API. Enterprise cloud plans start at $5,000 per month with 20,000+ queries included.