Product blog

Product blog

Product updates, field guides, and field notes—each with links to docs and the hub where relevant. High-level milestones also appear on the changelog.

  1. A ranking line decaying over time, then recovering after a content refresh, beside a checklist of what to update

    Field guide · Jun 13, 2026

    Refreshing old content to keep (and regain) rankings

    Why content decays, how to find the pages worth refreshing, what to change (and what to leave alone), and how to update a page without resetting the equity it has earned.

    • Why rankings decay
    • Find pages worth refreshing
    • Update without losing equity

    Novus Stream Solutions (hub)

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  2. Two billing meters side by side: a per-seat meter that jumps in fixed steps as users are added, and a usage meter that rises continuously with consumption, plotted against how closely each tracks the value the customer gets

    Field guide · Jun 13, 2026

    Usage-based vs seat-based pricing for software

    A grounded comparison of the two dominant software pricing models: how seat-based and usage-based pricing each work, what each does for revenue predictability and value alignment, the very different ways they expand and churn inside a customer, why the "right" answer depends on how your product creates value, and why many mature products end up combining the two rather than choosing one.

    • Seats = predictable, usage = fair
    • Price should track value
    • Hybrid models are common

    Novus Stream Solutions (hub)

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  3. Amazon listing image grid showing a compliant pure-white main image and lifestyle secondary slots with spec callouts

    Field guide · Jun 12, 2026

    Amazon product photo requirements (2026): the complete spec, explained

    The pure-white main image, the 85% fill rule, the resolution that unlocks zoom, and what belongs in your secondary slots — the whole Amazon photo spec without the guesswork.

    • Pure-white (255,255,255) main image
    • 85% frame fill + 1600px for zoom
    • Main vs lifestyle slots explained

    NSS Background Remover

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  4. A comparison chart of PNG, WebP, and AVIF showing transparency support, file size, and browser compatibility

    Field guide · Jun 12, 2026

    PNG vs WebP vs AVIF for transparency: which should you export?

    All three support transparency — the difference is file size, quality, and compatibility. A practical guide to choosing the right transparent format for each job.

    • All three support alpha
    • AVIF smallest, PNG most compatible
    • Choose by destination

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  5. A search result showing an expandable FAQ rich snippet, with the FAQPage JSON-LD that produces it

    Field guide · Jun 12, 2026

    How FAQ schema wins rich snippets (and how we rolled it out site-wide)

    What FAQ schema is, the eligibility rules that decide whether it shows, how to find the right questions, and how we added FAQs and FAQPage JSON-LD across the whole site.

    • FAQPage JSON-LD explained
    • People Also Ask mining
    • Site-wide rollout pattern

    Novus Stream Solutions (hub)

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  6. The crawl, index, and rank pipeline with Search Console coverage states alongside it

    Field guide · Jun 12, 2026

    Getting indexed faster in Google Search Console

    How crawling and indexing really work, submitting a sitemap, using URL inspection, fixing "Discovered – not indexed", and the realistic timelines to expect.

    • How indexing works
    • Fix Discovered – not indexed
    • Realistic timelines

    Novus Stream Solutions (hub)

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  7. A grid matching music genres to visualizer styles, from calm lo-fi to high-energy EDM

    Field guide · Jun 12, 2026

    Best music-visualizer styles for each genre

    Matching visualizer style to genre — energy, tempo, color, and motion — so the visuals feel like they belong to the track, with practical picks for each genre.

    • Match energy & tempo to style
    • Per-genre style picks
    • Color & beat-sync tips

    Novus Visualizers

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  8. A photo at a fork between an upload-to-cloud path and an on-device path, with a privacy checklist

    Field guide · Jun 12, 2026

    Are AI photo editors safe? What to check before you upload

    Where your photo actually goes in an AI editor, how to read the privacy policy, the on-device alternative, and a quick checklist before uploading anything personal.

    • Where your photo goes
    • Reading a privacy policy
    • A pre-upload checklist

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  9. A funnel from zero to 100 customers fed by direct outreach, communities, and referrals rather than ads

    Field guide · Jun 12, 2026

    The first 100 customers: traction without an ad budget

    Why the first 100 customers are different, the zero-budget channels that actually work early, and a repeatable outreach loop that turns first buyers into referrers.

    • Do unscalable things first
    • Zero-budget channels that work
    • Turn buyers into referrers

    Novus Stream Solutions (hub)

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  10. A large model made of high-precision numbers being compressed into a much smaller model of low-precision integers, shrinking from a download too big for a browser to one that fits

    Field guide · Jun 12, 2026

    Model quantization: how big AI models shrink to run in a browser

    A plain-English explanation of the technique that makes on-device AI possible: why a model’s size is the gatekeeper for running it in a browser, what a model actually is under the hood, how quantization stores its numbers in fewer bits for a roughly four-times reduction, why models tolerate the lost precision, what it costs in accuracy, and how it combines with distillation and pruning.

    • A model is billions of numbers
    • Fewer bits ≈ 4× smaller
    • Tiny accuracy cost, huge size win

    NSS Background Remover

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