Roadmap

This roadmap outlines planned enhancements to the Signal Database. Timelines are estimates and subject to change based on customer feedback.

In Progress

May '26 - Full Coverage Windows + Date Range Folders (est. May 12)

Delivery batches will cover their full date range with no gaps, and folder names will reflect the actual data period inside. Expect 8-15% more signals per batch due to eliminated tail-end gaps. See changelog →

May '26 - LinkedIn Comments Timestamps (est. May 12)

⚠️ Breaking — new timestamp fields added, previously-null field now populated.

Populating parent_post.posted_date on LinkedIn Comments signals — this field exists in the schema but was never filled. Also adding a new comment_posted_at field for when the comment itself was posted. Currently detected_at is the only populated time reference (when Autobound ingested the signal, typically 1-3 weeks after the comment was posted). View schema →

{
  "data": {
    "comment_posted_at": "2026-04-15T14:32:00Z",
    "parent_post": {
      "posted_date": "2026-04-14T09:00:00Z"
    }
  }
}

May '26 - Glassdoor Reviews: 4-5× Volume Increase

Dramatically expanding our Glassdoor monitoring pool through improved company-to-domain matching. Expect 4-5× more review signals per delivery starting with the May batch. No schema changes — same fields, significantly more coverage.

May '26 - Twitter/X Contact Signals: 15-20× Volume Increase

Expanding our Twitter/X contact monitoring pool with enriched handle sourcing. Expect 15-20× more contact-level Twitter signals starting with the May batch. No schema changes — same fields, significantly more coverage.

Mid-May '26 - Daily News

Moving news signals from weekly to daily refresh cadence. During transition, weekly and daily deliveries will run in parallel for 1-2 cycles before the weekly cadence is retired.

May '26 - Product Review Enrichments( est. May 12)

⚠️ Breaking — new fields added to data and data.evidence[] objects.

Adding source URLs and richer evidence metadata to Product Reviews signals.

{
  "data": {
    "source_page_url": "https://www.g2.com/products/pitchbook/reviews",
    "product_name": "PitchBook",
    "evidence": [
      {
        "quote": "The data can sometimes be a bit dated, requiring double-checking from other sources...",
        "reviewer_name": "Kathleen B.",
        "reviewer_title": "Managing Director",
        "review_url": "https://www.g2.com/products/pitchbook/reviews/9847321",
        "star_rating": 3.5,
        "review_date": "2026-04-15T00:00:00Z"
      }
    ]
  }
}

Mid-May '26 - Company & Contact Fill Rate Improvements

Significant improvements to fill rates across all signal types for the shared company and contact objects. Expect dramatically better coverage for fields like company.linkedin_url, company.industries, contact.email, and contact.linkedin_url.

Coming Next

Aug '26 - Data Quality

Sep '26 - New Products

Q4 '26 - New Sources

New review sources will follow the Product Reviews schema pattern.

H2 '26 - Platform

Recently Shipped

For full details on each release, see our Changelog.

Apr '26 - SEO & Traffic Signal v2

⚠️ New version — new v2 bucket. Existing v1 bucket and schema unchanged.

Major overhaul of the SEO & Traffic signal — expanding from ~2M to 4M+ monitored domains, new upstream data provider, richer schema with 24 derived insight fields, and a new baseline subtype that includes every domain with data (not just surge/decline thresholds).

Apr '26 - News Categories

✅ Additive — existing subtypes and schemas unchanged. Total news subtypes: 40.

10 new news subtypes expanding coverage of corporate events, financials, and risk signals. First delivery: April 28, 2026. See changelog →

Apr '26 - Seniority Categories + Title Normalization

⚠️ Breaking — non_manager and owner seniority categories removed.

Upstream seniority categories updated on Hiring Velocity and Hiring Trends. non_manager and owner removed; junior and mid_senior added. Two new additive fields: sample_normalized_titles and sample_translated_titles. First delivery: April 7, 2026. See changelog →

Apr '26 - Product Reviews v2 Migration

⚠️ Breaking — insight replaced by headline, relevance_score removed.

Schema update with +20% record count increase. New fields: batch_id, signal_name, association, detected_at, headline. See changelog →

Apr '26 - S3 Delivery Recovery

Our S3 delivery pipeline experienced a 29-day sync outage (Feb 25 – Mar 26). GCS (primary) was unaffected throughout. All 121 missing deliveries across 36 buckets were fully backfilled as of April 16. See changelog →

Mar '26 - New Signals

✅ Additive — 7 new signal types, bringing the total to 32+ signal sources. See changelog →

Mar '26 - Weekly Refresh

All SEC filings, news, and hiring signals moved from quarterly/monthly to weekly. New signal types launch on daily cadence. See changelog →

Mar '26 - Delivery Tools

• Manifest files - Live (Beta). Event-driven pipeline triggers on each data drop. Contact us for access. See changelog →
• Delivery changelog - Track every delivery at autobound-api.readme.io/changelog
• Bucket discovery - Service accounts can now run gsutil ls -p autobound-signal-delivery to discover all available signal buckets. See changelog →

Mar '26 - Velocity Update

Time window alignment, 1:1 department mapping, full distribution (top-5 cap removed). Interpretation guide → · See changelog →

Stay Updated

Track all releases in our Changelog. Have a signal you'd like to see or a schema improvement that would help? Reach out at [email protected].