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Arda vs SaliencyLab

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Arda compared with SaliencyLab
DetailArda logo ArdaSaliencyLab logo SaliencyLab
What it doesMarketing agents for Google and AI Search AI-native ad testing with expert review
StageNot given Startup
FoundedNot given 2025
Based inNot given FR
Pricing modelPaid Paid
PricingNot given Creative review sprints: €500 per sprint. Ongoing creative review (monthly partnership): €1,000 per month. Software plans: Free (€0, 10 analyses/month), Pro (€99/month, 300 analyses/month). Prices exclude VAT.
Key features
  • Daily visibility tracking across Google and AI search
  • Drafts pages, on-page fixes, and structured data
  • Publishes to CMS with approval workflow
  • Competitor analysis across Google and AI engines
  • Real-time visibility drop alerts
  • Integration with WordPress, Webflow, Shopify, and more
  • Backlinks and citation building
  • Technical SEO fixes
  • BuyerLens AI-simulated buyer interviews
  • Hugo autonomous AI agent with reasoning trace
  • Visual attention timeline and heatmaps
  • Benchmark context by platform and category
  • Expert human review and recommendations
  • Support for image and video ads up to 60 seconds
  • Supports Instagram, TikTok, YouTube, Facebook and Display
  • Team workspace with up to 5 seats on Pro plan
  • MCP and REST API access for connected AI clients
What makes it different
  • Executes the work end-to-end rather than just providing recommendations
  • Covers both SEO and AEO across five major engines simultaneously
  • Full human approval and audit trail for all changes
  • Recursive self-improvement through iterative cycles
  • Does not train on customer ads or use data for model training
  • Built by founder who ran Kantar studies across 11+ markets at L'Oréal and NielsenIQ
  • Five KPIs mapped to peer-reviewed science across 24 cited papers
  • Results in minutes rather than weeks of recruitment and fieldwork
  • Human expert review included in pricing, not upsold
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)5 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)163
Citation Flow (Majestic)2516
Referring domains (Majestic)537

4 details filled in for both companies.

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