Last updated: July 17, 2026

Application No. 19/217,431

METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR PROVIDING TAILORED ONLINE CONTENT GENERATION

Non-Final OA

Filed

May 23, 2025

Priority

May 31, 2024 — provisional 63/654,823

Examiner

SANA, MOHAMMAD AZAM

Art Unit

2166

Tech Center

2100 — Computer Architecture & Software

Assignee

Meta Platforms Inc.

OA Round

1 (Non-Final)

Interview Optional

— +20.7% interview lift. Examiner has a relatively high allowance rate (86%); +20.7% interview lift. A written response may suffice.

Based on 724 resolved cases, 2023–2026

Examiner Intelligence

SANA, MOHAMMAD AZAM View full profile →

Grants 86% — above average

Career Allowance Rate

625 granted / 724 resolved

+31.3% vs TC avg

Strong +21% interview lift

Without

With

+20.7%

Interview Lift

resolved cases with interview

Typical timeline

3y 0m

Avg Prosecution

14 currently pending

Career history

739

Total Applications

across all art units

Statute-Specific Performance

§101

2.4%

-37.6% vs TC avg

§103

77.8%

+37.8% vs TC avg

§102

8.1%

-31.9% vs TC avg

§112

3.7%

-36.3% vs TC avg

Black line = Tech Center average estimate • Based on career data from 724 resolved cases

Prosecution Timeline

May 23, 2025

Application Filed

Apr 20, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

19/013,311

Patent 12675481

SYSTEM AND ALGORITHMS FOR FAST AND SCALABLE DATA ACCESS TO HIGH DIMENSIONALITY WITH SPARSE DATA

1y 6m to grant Granted Jul 07, 2026

19/209,338

Patent 12664199

Systems and Methods for Determining Ethnicity Subregions

1y 1m to grant Granted Jun 23, 2026

19/002,917

Patent 12657198

SYSTEMS AND METHODS FOR WRITING FEEDBACK USING AN ARTIFICIAL INTELLIGENCE ENGINE

1y 5m to grant Granted Jun 16, 2026

18/646,590

Patent 12645707

ARTIFICIAL INTELLIGENCE GENERATED CORRELATORS FOR BUILDING DIGITAL TWIN

2y 1m to grant Granted Jun 02, 2026

18/427,602

Patent 12625897

PERFORMANCE METRIC PREDICTION AND CONTENT ITEM TEXT SUGGESTION BASED UPON CONTENT ITEM TEXT

2y 3m to grant Granted May 12, 2026

Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.

Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2

Expected OA Rounds

86%

Grant Probability

99%

With Interview (+20.7%)

3y 0m (~1y 10m remaining)

Median Time to Grant

Low

PTA Risk

Based on 724 resolved cases by this examiner. Grant probability derived from career allowance rate.