GoGuides Roadmap & Progress

A public, high-level view of what’s already running today and what we’re building next — focused on user-first search quality, transparency, and verifiable trust signals.

✅ Done ☑ In progress ☐ Planned High-level only

What this roadmap is (and what it isn’t)

This page is intentionally high-level. It shows what’s finished and what’s next without exposing internal infrastructure details.

Note on “SecretSauce” SecretSauce is a human-tuned control file used to safely adjust ranking behavior (weights/guardrails). GoGuides is collecting real-world search signals, and automatic tuning is planned later with safety checks first.

What’s running live right now

Quick links
verify.php · favicon_code.php · trust.php · trending.php · feedback.php

Roadmap checklist

Core search platform

✅
Independent search index online — crawl + index pipeline running and serving real results.
✅
AI website scoring — every crawled page receives a 0–100 AI quality score stored in the index.
✅
AI-ranked results — relevance + AI score together to push better pages upward.
☑
Quality cleanup passes — ongoing removal/suppression of irrelevant results and “slop” entries as crawl expands.
☐
Smarter recrawl/freshness — better refresh timing without punishing stable evergreen pages.
☐
Language-aware expansion — broaden beyond English only after controls are rock solid.
☐
Domain block / penalty list — optional suppression list to keep infra/registry and other unwanted domains out of results.

Signals & learning loop

✅
Search impressions logged — record what was shown to build a signal stream.
☑
User actions pipeline — Save/Report/Click signals stored per session (early feedback loop).
☐
Abuse-resistant learning — protect signals from bots/manipulation (rate limits + anomaly checks).
☐
Safe auto-tuning — periodic jobs adjust weights only after guardrails are proven.
☑
Live quality signal broadcast (Beta) — rotating public feed of high-quality domains based on AI rank and crawl data.
☑
Domain-level aggregation — page-level AI scores are rolled up to domain signals to reduce single-page noise.
☑
Progressive signal expansion — new domains are continuously promoted into the signal pool as crawl coverage increases.
☐
Multi-page confidence thresholds — require multiple high-quality pages before domains influence ranking weight.
☐
Temporal decay & reinforcement — older signals slowly fade unless reinforced by fresh crawls or user activity.

Webmaster & SEO experience

✅
Submission pipeline is live — domains can be submitted directly into GoGuides for evaluation, indexing eligibility, and trust-state creation.
✅
User submissions are prioritized — newly submitted URLs are now pushed to the top of the crawl queue for faster profile population and a better first user experience.
✅
Observed vs active profile states are visible — domain owners can clearly see whether a site is merely observed or fully activated with public trust signals.
✅
Verified trust button system is live — domain owners can expose a public trust button tied to their GoGuides Trust Profile.
✅
Machine-readable profile activation is visible — unverified domains can see that richer machine-readable trust signals unlock after verification.
☑
User panel experience is being expanded — GoGuides is actively improving the workflow around submissions, verification, and trust-profile activation.
☑
Webmaster conversion layer is improving — profile pages now better explain what activation unlocks for bots, feeds, and future API systems.
☐
Full webmaster API + controls — future account tools will provide deeper control over verification, signals, monitoring, and trust visibility.

Favicon trust signal system

✅
Deterministic favicon signal is live — GoGuides generates repeatable trust-linked favicon previews tied to measured domain state.
✅
Trust Profile + Trust Record integration is live — favicon trust signals now connect directly to public profile and history surfaces.
✅
Favicon embed path is live — domain owners can expose trust-linked favicon and trust button markup publicly.
✅
Verification history is connected to visual trust state — the favicon system now sits alongside measured trust history, verification fingerprints, and public trust records.
☑
1:1 favicon consistency work continues — GoGuides is moving toward exact consistency between generated favicon states across all public trust surfaces.
☑
Favicon network strategy is active — the favicon is evolving into a compact visual trust signal that can spread across the web.
☐
Trusted network interactions — optional cross-site recognition and lightweight client-side trust interactions remain on the longer-term roadmap.
☐
Expanded public trust badge system — future work will continue turning the favicon and trust button into a stronger public trust identity layer.

Trust layer & provenance

✅
Public Trust Record is live — every observed domain can expose a public measurement record showing rank, grade, crawl timing, and verification history.
✅
Public Trust Profile is live — domains can expose a machine-readable trust profile showing observed state, activation status, and public trust signals.
✅
Machine-readable trust surfaces are active — GoGuides now exposes structured trust data through profile pages, evaluation endpoints, and the public signal feed.
✅
Trust signal feed is live — high-quality domains that meet trust thresholds can be publicly broadcast as a machine-readable signal.
✅
Verification history ledger is active — measured trust snapshots are stored over time so domain state changes can be audited and compared.
☑
Public verification API direction is defined — GoGuides is moving toward a broader machine-readable verification layer for trust checks, provenance lookups, and future AI-facing integrations.
☑
Trusted data layer groundwork continues — hashing and verification methods for authoritative reference sources remain an active part of the provenance roadmap.
☐
Expanded trust API — future developer and commercial API access will expose richer verification, history, and provenance data beyond the public feed.

Everyday search features

✅
Modern search UI — clean, mobile-friendly results focused on quality.
✅
Trending topics — public Trending page.
☑
Quick answers & definitions — improving reliability and removing markup artifacts.
☑
Spelling improvements — tuning suggestions to avoid bad “nearby word” jumps.
☐
User customization — layout + safe-search preferences + other opt-in controls.
☐
Search results thumbnail preference — thumbnails become a user setting (default OFF) instead of a fixed layout.
☐
Deeper AI Q&A integration — tighter links between results and AI chat exploration.

Trust, integrity & transparency

✅
Public trust records are transparent — observed domains can expose measured rank, grade, crawl timing, and verification history publicly.
✅
Trust state is machine-readable — GoGuides now exposes structured trust state through profiles, evaluation endpoints, and the public signal feed.
✅
Verification history is auditable — measured snapshots make trust changes visible over time instead of hiding state behind a black box.
✅
Observed vs active state is clearly separated — domains can be visible in GoGuides before full activation, while verified trust signals remain a stronger public state.
✅
Signal broadcasting is conservative — public trust feed visibility is intentionally limited to stronger trust states to reduce noise and preserve meaning.
☑
Machine trust layer is expanding — GoGuides is continuing to shape a public trust primitive that other systems can query, inspect, and build on.
☑
Verification and provenance alignment continues — trust profiles, records, signal feeds, and future APIs are being aligned into one consistent trust model.
☐
Expanded public trust API — future work will expose deeper verification, provenance, and historical trust data to developers and commercial users.
✅ Completed
Already running live on GoGuides today.
☑ In progress
Internal work has started; still being refined.
☐ Planned
Next steps we intend to build, after prerequisites are stable.
High-level only
No sensitive infrastructure details are published here.