AI Content Marketing

    AI Content That Actually Converts.
    Built on Your Data, Not Generic Prompts.

    Most AI content is generic because it lacks context. Cogny creates data-driven content marketing powered by your GA4, Search Console, and Ads data -- so every piece is built to rank, convert, and get cited by AI search engines.

    Why 90% of AI content fails

    AI content tools produce volume, not value. Without your data, they are just guessing.

    No context

    Generic AI doesn't know your business, audience, or market position.

    No data

    Content written without performance data can't improve over time.

    No Quality Score impact

    Content disconnected from your ads wastes budget and lowers relevance.

    Not GEO-ready

    Content that AI search engines can't cite is invisible in the new search landscape.

    Content built on your data foundation

    Three layers of context that make Cogny content fundamentally different from generic AI output.

    First-party data foundation

    Your real performance data feeds every piece of content.

    • GA4 traffic & conversion data
    • Search Console queries & CTR
    • Google Ads keyword performance

    Company context layer

    Content shaped by who you are and who you compete with.

    • Industry & market positioning
    • Competitor messaging analysis
    • Brand voice & strategy docs

    Performance feedback loop

    Every published piece makes the next one better.

    • What content drove conversions
    • Which topics rank vs. don't
    • Engagement patterns over time

    How content improves your Quality Score

    Better content means lower CPCs. Here is the direct connection between your content and your ad costs.

    Keyword data from Ads

    Content aligned with keywords

    Landing page relevance up

    Quality Score up

    CPC down

    More conversions

    Without Cogny

    Quality Score 4-5 / Generic landing pages / High CPC

    With Cogny

    Quality Score 7-9 / Keyword-aligned content / Lower CPC

    Learn more about Google Ads optimization

    One piece of content, two search channels

    Cogny optimizes every piece for both traditional search and AI-powered search engines.

    Google SEO

    • Keyword-optimized structure
    • Organic ranking improvements
    • Featured snippet targeting
    • Internal linking strategy

    AI Search / GEO

    • Structured for AI citations
    • AI overview visibility
    • Entity-rich content
    • Authoritative sourcing signals

    Same content, optimized for both -- learn about our SEO + GEO approach

    Content types Cogny generates

    Every format is informed by your data and optimized for AI content strategy that drives results.

    Blog posts

    SEO-optimized articles built on real search data and keyword gaps from your campaigns.

    Landing page copy

    High-converting copy aligned with your ad groups for maximum Quality Score impact.

    FAQ content

    Structured Q&A pages that dominate featured snippets and AI search citations.

    Product descriptions

    Conversion-focused product copy informed by what your customers actually search for.

    Founding Client Offer
    5,000 SEK/mo

    Fixed price for early clients - no lock-in period

    Data Sources

    • Google Analytics 4
    • Google Ads
    • Search Console

    Insights

    • SEM analysis
    • SEO analysis
    • Conversion analysis
    • Content analysis

    Automations

    • Google Ads optimization
    • Content generation

    Limited spots available

    Frequently asked questions

    Common questions about AI content marketing with Cogny.

    ChatGPT generates content from general knowledge. Cogny generates content from your data -- your GA4 analytics, Search Console queries, Google Ads performance, and company context. Every piece is tailored to your audience, informed by what actually converts, and optimized for both traditional and AI search.
    Yes. Cogny ingests your company context, brand guidelines, and strategy documents as part of the context layer. Over time, the performance feedback loop learns which tone and messaging resonate with your audience, continuously refining voice alignment.
    Cogny uses your Google Ads keyword data to create landing page content that directly aligns with your ad groups. This improves landing page relevance (a key Quality Score factor), which raises your Quality Score, lowers your CPC, and stretches your ad budget further.
    Yes. Cogny supports multi-language content generation. The AI uses your performance data from each market to ensure the content is localized, not just translated -- adapting messaging to match what works in each region.

    Ready for content that actually works?

    Stop publishing generic AI content. Start creating data-driven content that ranks, converts, and gets cited.

    AI AgencySEO + GEOAI Search DominanceGoogle Ads Automation