Lightdrift
Freemium
AI agents requiring licensed images
Getting recommended by ChatGPT or Perplexity when a potential client asks for an expert in your field is not a matter of SEO you already understand — and most consultants discover this gap only after a competitor shows up in those answers instead of them.
Pro $89/mo; Growth $149/mo; Enterprise custom (no free plan) · Free tier: 1 profile with manual refresh, basic profile audit, visibility score, competitor monitoring, mention tracking, content publishing · Checked Oct 19, 2026
Spotter, built by Prezlo, targets that specific blind spot: visibility inside AI-generated recommendations rather than traditional search rankings. The tool audits your online profile for inconsistencies that cause AI platforms to deprioritize or misrepresent you, monitors where your brand surfaces across AI search tools, and offers content publishing aimed at building the kind of authority signals those platforms weight. The free entry point covers a basic profile audit — paid-only features appear to include competitor intelligence and authority content publishing. There is no API, no self-hosted option, and no agent layer, so every action runs through the Prezlo interface.
Bottom line: Pick this if you are a solo consultant who has never audited how AI chatbots describe you; skip it if you need programmatic data export or want to run this logic inside your own stack.
1 profile with manual refresh
1 profile with daily monitoring
2 profiles with daily monitoring
4 profiles with daily monitoring
View full pricing on prezlo.io →
Pricing may have changed since last verified. Check the official site for current plans.
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Freemium
AI agents requiring licensed images
Free · Open source
Researchers working on computational explanations of phenomena
Visibility in AI-generated recommendations operates on different signals than Google ranking, and most professionals have no tooling to diagnose where they stand. Spotter addresses this by running an audit of your existing online presence — scanning for profile inconsistencies across platforms that AI systems pull from when constructing recommendations — and then surfacing where your brand currently appears (or fails to appear) when users ask AI tools for expert suggestions in your category.
The differentiating claim is the direct connection between profile data integrity and AI discoverability. The vendor describes a workflow that moves from audit to fix to publish: identify inconsistencies, correct them, and then push authority content designed to improve how AI platforms rank you in recommendation outputs. This is a different frame than backlink building or keyword density — it targets the structured data and citation patterns that large language models favor when assembling expert recommendations.
The tool fits freelance consultants, boutique agencies, and personal brands who want AI-driven discoverability without running paid ads. It breaks for teams that need bulk management across many profiles, want to pull monitoring data into their own dashboards via API, or require white-label delivery for clients — none of those capabilities appear in the vendor’s documented feature set. Competitor intelligence is listed as a feature but appears to sit behind a paid upgrade.
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