← Back

Why SLB Controls 30% of Global Oil Services

SLB · evergreen_moat · long_form

Status

claim_verification_failed

Words

815

Duration

Agent Decisions

preflight_credit_check4/24/2026, 6:55:04 PM

preflight_passed

anthropic: ok; openrouter: ok (remaining: unlimited); elevenlabs: ok (remaining: 53059); perplexity: ok; tavily: ok; youtube-oauth: skipped

freshness_monitor4/24/2026, 6:55:05 PM (100%)

content_type_drift_detected

{"previous_content_type":null,"current_content_type":"evergreen_moat","cache_bypassed":true,"reason":"Fact sheet's originating content-type is unknown (legacy row, pre-C1 migration) — forcing re-research under current content-type \"evergreen_moat\" to avoid silent MIN_COUNTS mismatch"}

freshness_monitor4/24/2026, 6:55:06 PM (100%)

needs_research

Fact sheet's originating content-type is unknown (legacy row, pre-C1 migration) — forcing re-research under current content-type "evergreen_moat" to avoid silent MIN_COUNTS mismatch

company_research4/24/2026, 6:55:37 PM (100%)

fact_sheet_built

{"contentType":"evergreen_moat","gapsFirstPass":[],"gapsAfterRepass":[],"eventAnchorsCount":0,"uniqueDomainCount":15,"rawResultCount":25,"dedupedResultCount":21,"tavilyCalls":6}

company_research4/24/2026, 6:55:39 PM (100%)

fact_sheet_data_floor_ok

All fields meet minimum density for contentType=evergreen_moat.

script_generator4/24/2026, 6:56:27 PM (100%)

w5b_i_telemetry

{"preserveSetSize":0,"preserveAnchorMisses":0,"regeneratedSentenceCount":79,"preserveSetSaturated":false,"preserveContractViolated":false,"attemptNumber":1}

company_research4/24/2026, 6:56:35 PM

fact_sheet_prompt_size

{"bytesBeforeCap":2098,"stepReached":0,"bytesAfterCap":2098,"truncated":false}

claim_verification4/24/2026, 6:56:58 PM (46%)

verified_6_of_13

{"totalClaims":13,"tier1":0,"tier2":0,"tier3":1,"corrections":7,"claims":[{"claim":"SLB operates drilling equipment in Azerbaijan that can measure rock formations 30,000 feet underground in real-time.","verified":true,"source":"https://www.slb.com/Stream","correction":null},{"claim":"Their closest competitor can't do this at all.","sourceSentence":"Their closest competitor can't do this at all.","tier":3,"tierLabel":"opinion","verified":true,"source":null,"correction":null},{"claim":"SLB captures 30% of a $300 billion global market.","verified":false,"source":null,"correction":"SLB is a major player in the oilfield services market, which is projected to be worth around $167.69 billion by 2030, but no evidence supports a 30% share of a $300 billion market."},{"claim":"SLB operates in over 100 countries.","sourceSentence":"SLB operates in over 100 countries.","tier":0,"tierLabel":"fact_sheet_cited","verified":false,"source":null,"correction":"Global network spanning 100+ countries with 75-80% revenue from outside North America","factSheetCitation":{"field":"competitiveAdvantages[0]","scriptValue":"over 100 countries","matched":false,"factSheetValue":"Global network spanning 100+ countries with 75-80% revenue from outside North America"}},{"claim":"Seventy-five percent of their $28 billion in annual revenue comes from outside North America.","sourceSentence":"Seventy-five percent of their $28 billion in annual revenue comes from outside North America.","tier":0,"tierLabel":"fact_sheet_cited","verified":false,"source":null,"correction":"Global network spanning 100+ countries with 75-80% revenue from outside North America","factSheetCitation":{"field":"competitiveAdvantages[0]","scriptValue":"75%","matched":false,"factSheetValue":"Global network spanning 100+ countries with 75-80% revenue from outside North America"}},{"claim":"SLB invests over $700 million annually in research and development.","sourceSentence":"SLB invests over $700 million annually in research and development.","tier":0,"tierLabel":"fact_sheet_cited","verified":false,"source":null,"correction":"Technological leadership with $700+ million annual R&D investment","factSheetCitation":{"field":"competitiveAdvantages[1]","scriptValue":"$700 million","matched":false,"factSheetValue":"Technological leadership with $700+ million annual R&D investment"}},{"claim":"SLB's rotary steerable drilling systems can drill horizontally underground.","verified":true,"source":"https://www.slb.com/PowerDrive","correction":null},{"claim":"SLB's equipment commands premium pricing even during industry downturns.","sourceSentence":"SLB's equipment commands premium pricing even during industry downturns.","tier":0,"tierLabel":"fact_sheet_cited","verified":false,"source":null,"correction":"Premium equipment commanding higher utilization even during downturns","factSheetCitation":{"field":"competitiveAdvantages[2]","scriptValue":"premium pricing","matched":false,"factSheetValue":"Premium equipment commanding higher utilization even during downturns"}},{"claim":"SLB generates higher profit margins than competitors.","verified":true,"source":"https://www.finfold.com/SLB-financials","correction":null},{"claim":"SLB benefits from economies of scale in manufacturing.","sourceSentence":"SLB also benefits from economies of scale in manufacturing.","tier":0,"tierLabel":"fact_sheet_cited","verified":true,"source":"fact_sheet","correction":null,"factSheetCitation":{"field":"competitiveAdvantages[5]","scriptValue":"economies of scale","matched":true,"factSheetValue":"Economies of scale providing significant cost advantages over smaller rivals"}},{"claim":"SLB's e-frac systems use electric pumps that reduce emissions by 35%.","verified":false,"source":"https://www.nov.com/frac-system","correction":"The Ideal system can reduce emissions significantly, but no specific 35% reduction is confirmed for SLB's e-frac systems."},{"claim":"SLB's patent portfolio contains thousands of drilling and measurement innovations.","verified":true,"source":"https://www.slb.com/patents","correction":null},{"claim":"SLB's 30% market share reflects not just current competitive advantages but the accumulated benefits of being the industry leader for nearly a century.","verified":false,"source":null,"correction":"SLB has a strong market position due to its long history and innovation, but there is no support for a precise 30% market share."}]}

claim_verification4/24/2026, 6:56:59 PM (100%)

verification_rate_below_threshold_retrying

Verification gate blocked — retrying script generation with reviewer feedback. 4 unverified claim(s) without valid human-override (threshold 100% — 100% of fact-checkable claims must verify OR attest). LLM-verified: 1/5 (20%). Override-attested: 0. Blocked: 4. Unverified sample: "SLB operates in over 100 countries."; "Seventy-five percent of their $28 billion in annual revenue comes from outside N"; "SLB invests over $700 million annually in research and development.". Attempt 1/2.

script_generator4/24/2026, 6:56:59 PM (100%)

w5b_i_anchor_miss_rate_exceeded

{"site":"per_attempt_verifier_fail","anchorMisses":6,"priorVerifiedCount":12,"rate":0.5,"threshold":0.05,"attemptNumber":1}

script_generator4/24/2026, 6:57:36 PM (100%)

w5b_i_telemetry

{"preserveSetSize":3,"preserveAnchorMisses":6,"regeneratedSentenceCount":65,"preserveSetSaturated":false,"preserveContractViolated":true,"attemptNumber":2}

company_research4/24/2026, 6:57:43 PM

fact_sheet_prompt_size

{"bytesBeforeCap":2098,"stepReached":0,"bytesAfterCap":2098,"truncated":false}

company_research4/24/2026, 6:58:10 PM

fact_sheet_prompt_size

{"bytesBeforeCap":2098,"stepReached":0,"bytesAfterCap":2098,"truncated":false}

company_research4/24/2026, 6:58:52 PM

fact_sheet_prompt_size

{"bytesBeforeCap":2098,"stepReached":0,"bytesAfterCap":2098,"truncated":false}

company_research4/24/2026, 6:59:36 PM

fact_sheet_prompt_size

{"bytesBeforeCap":2098,"stepReached":0,"bytesAfterCap":2098,"truncated":false}

claim_verification4/24/2026, 7:00:26 PM (100%)

claim_verification_blocked

Claim verification failed after all retries. Pipeline blocked to prevent publishing unverified claims.

Package Reviews

No reviews yet.