bydefault Review 2026

Key takeaways

• ByDefault tracks prompt-level AI visibility across ChatGPT, Claude, Gemini and Google AI Overviews, plus coding agents like Cursor and Codex, and pairs that with real AI crawler analytics on your own site.
• It ships a content agent that drafts "prompt-winning" articles and can publish straight to a connected GitHub repo or open a pull request, which is a genuinely useful close-the-loop feature most monitoring tools skip.
• Compared to Promptwatch, ByDefault lacks Reddit and YouTube citation tracking, ChatGPT Shopping and Ads Radar, Unified Actions, a Brand Book, and coverage of more AI models at once; it also tracks only 4 models per plan rather than the full stack Promptwatch monitors.

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• There's no free plan and no trial at all, which is unusual for the category and makes it a harder sell for teams that just want to poke around before committing $99/month.
• Perplexity tracking is still listed as "Soon," a notable gap given how often buyers check AI answer engines before purchasing.

ByDefault is a small, founder-led AI visibility and GEO tool built by Joscha Neske, better known online as Joshtriedcoding, a Next.js educator who also works with Upstash. The product's pitch is simple: see which prompts mention your brand, see which of your pages AI models actually cite, and then write (or have an agent write) the content that closes the gap. It's run out of Hamburg, Germany, operates strictly B2B under German commercial law, and launched publicly sometime in 2026 judging by its blog cadence and Product Hunt presence.

The tool clearly grew out of Neske's own needs at Upstash. The homepage demo data is literally Upstash's Redis-provider comparisons, and the case study showing a 24% jump in ChatGPT citations and 72% jump in Claude citations over two weeks is Upstash's own result. That's a strength and a tell at the same time: ByDefault was built to solve a real problem for a real developer-tools company, but the product still feels early and narrowly scoped to that kind of customer.

Key features

• Prompt tracking across models: ByDefault runs your tracked prompts daily against ChatGPT, Claude, Gemini, AI Overviews, and developer-facing agents like Cursor, Codex, Claude Code, and OpenCode. Each plan lets you pick 4 models to track, not all of them simultaneously. For every prompt you see your visibility score, average position, which competing brands got mentioned, and the actual web searches the model ran before answering.
• AI crawler and citation analytics: This is probably the most distinctive piece. ByDefault ingests server logs from Cloudflare, Vercel, or any custom server to show exactly when ChatGPT-User, Claude-User, PerplexityBot, and Meta's crawlers hit your site, which page they read, and what they used it for (cited in answer vs. search index). You get a per-page citation count and trend, plus crawler visit logs with country of origin.
• Content agent with GitHub publishing: Once ByDefault flags a prompt where a competitor wins and you don't, its content agent drafts an article aimed at answering that exact prompt. It runs the same web searches the AI models run, builds charts and diagrams, pulls in product screenshots, and runs a pass specifically to flag phrases that read like obvious AI writing (the demo calls out catching a "not just X, it's Y" construction). You can commit the draft straight to a connected GitHub repo or open a pull request for review.
• Pre-publish SEO and AI Overview preview: Before you ship an article, ByDefault shows estimated traffic potential, a ranking difficulty score, and a simulated preview of how Google's AI Overview would answer with your article included, along with a sentiment score and the other domains it would cite alongside you.
• Comparison page generation: ByDefault can generate head-to-head comparison content (its own vs. competitor pages) written with your actual pricing and positioning baked in, aimed at the kind of buyer-intent prompts where AI answers directly influence purchase decisions.
• Visibility score leaderboard: A ranked view of your brand against named competitors on a 0-100 visibility score, tracked over time, so you can see whether you're closing or widening the gap week over week.
• Unlimited team seats: Every paid tier includes unlimited seats, which is a real differentiator against competitors that gate seats behind higher tiers.

Who is it for

ByDefault is built for developer-tool and infrastructure companies, the kind that publish docs and blog content through a GitHub-connected site and care deeply about showing up when ChatGPT or Cursor recommends a database, API, or SDK. Think a Series A/B infra startup like Upstash itself, or an open-source project like Context7 trying to stay visible as the default recommendation in coding-agent answers. The GitHub commit/PR publishing workflow only makes sense for teams whose marketing site and blog already live in a repo, which narrows the fit considerably compared to GEO tools built for generic CMS platforms.

It also fits small marketing or DX teams at B2B SaaS companies who want one person (or a handful of unlimited seats) tracking AI visibility without paying per seat. Given the $99 to $599/month range and lack of a free trial, it's not a fit for solo founders or indie hackers testing the category on a shoestring; Otterly's $29/month entry point serves that segment better.

Companies that should skip ByDefault: anyone needing Perplexity tracking today (it's not live yet), anyone outside the dev-tools/B2B SaaS mold whose content doesn't live in GitHub, and any team that wants to kick the tires before paying, since there's genuinely no free tier or trial.

Integrations and ecosystem

ByDefault connects to Cloudflare, Vercel, and generic server logs for crawler analytics, and publishes content via GitHub (direct commit or pull request). Billing runs through Stripe via the Autumn billing platform, supporting both EUR and USD. There's no public API documented, no Zapier connector, and no mobile app. The product itself appears closed-source; the only GitHub presence is the founder's personal account with unrelated Next.js tutorial repos, not a ByDefault product repo. No Slack integration, Looker Studio connector, or white-label agency portal was found, which puts it well behind more mature GEO platforms on the ecosystem front.

Pricing and value

ByDefault runs three paid tiers, billed monthly or annually, with no free plan and no trial:

• Starter, $99/month: 1 project, 50 tracked prompts, 4 AI models, 6,000 AI answers/month, daily tracking, unlimited seats, crawler and citation analytics. No article generation at this tier.
• Growth, $249/month (marked "Recommended"): 2 projects, 150 prompts, 4 models, 18,000 AI answers/month, 5 prompt-winning articles/month.
• Scale, $599/month: 5 projects, 350 prompts, 4 models, 42,000 AI answers/month, 10 articles/month, priority support.

ByDefault's own comparison blog benchmarks itself against Peec ($95/mo), Profound ($99/mo annual), Promptwatch ($95/mo), Otterly ($29/mo), Scrunch ($250/mo), Semrush AI Visibility ($199/mo), and Ahrefs Brand Radar ($50/mo). At $99/month entry, ByDefault sits right in the middle of the pack, roughly matching Promptwatch's Essential tier price but covering fewer models (4 picked models vs. Promptwatch's full multi-model coverage including Grok, DeepSeek, Mistral, Meta Llama and Copilot) and no article generation until you jump to Growth at $249. The lack of any free trial, combined with a $99 floor, makes this one of the harder entry points in the category to justify without already being sure you need it.

Strengths and limitations

What ByDefault does well: the AI crawler and citation analytics are detailed and genuinely useful for understanding what's actually getting read on your site, the GitHub-native publishing workflow removes real friction for dev-tool teams, and the pre-publish AI Overview simulation is a smart touch that most competitors don't offer in the same form. Unlimited seats on every plan is also a meaningful value point for small teams.

Where it falls short against Promptwatch and other full-stack GEO platforms: no Reddit or YouTube citation tracking, no ChatGPT Shopping or Ads Radar, no sentiment tracking across a brand's full history, no Unified Actions digest, no Brand Book for keeping generated content on-voice, and no Agent Chat for querying your own data conversationally. It also tracks only 4 models at a time per plan rather than covering the full range of 10+ models Promptwatch monitors, and Perplexity support is still pending. There's no independent third-party review presence on G2, Capterra, or Trustpilot that I could find, which makes it hard to validate claims beyond the company's own case studies and its own comparison blog post.

Bottom line

ByDefault is a capable, narrowly-focused GEO tool for dev-tool and B2B SaaS teams that already publish through GitHub and want crawler-level visibility paired with a content agent that can actually ship drafts. For teams wanting the fuller picture, including Reddit and YouTube citations, ChatGPT Shopping tracking, broader model coverage, and an agentic workflow that goes from gap analysis to CMS publishing across Webflow, Framer, and WordPress rather than just GitHub, Promptwatch is the stronger alternative, especially given its track record with 1,840+ customers and a 4.7/5 G2 rating. ByDefault is worth a look specifically if your blog lives in a repo and you want crawler logs plus a GitHub-native content workflow without paying per seat.